I am the Noose, the final judge, the silent executioner, the loop that tightens when fate commands it.

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I begin as a simple rope, woven by hands unaware of the fate I am destined to be. Perhaps I was meant for something else like to bind, to hold, to pull weight across lands. But somewhere along the way, my purpose changed. I was twisted into a perfect circle, a loop with only one meaning. My existence is neither accidental nor ordinary because I was shaped with intention, the intention to end, to decide and to pass judgment where no words remain.

I have felt the trembling hands of a king, his breath uneven as his final decree is ignored. I have heard the cries of revolutionaries whose voices were stolen before they could change the world. I have tightened around the throats of the guilty who begged for mercy but received none. And yet, I have also embraced the innocent, those who were condemned by a justice that was never just.

I am not evil, nor am I righteous. I am merely the moment between life and death, the final pause before silence. I do not question, I only listen.

I am the last witness to stories that will never be told. When a young boy hangs in a dimly lit hostel room in Kota, crushed by the weight of a future he could not endure, I am there. When an exhausted aspirant in Delhi whispers an apology to her parents before stepping onto the chair, I hear it. 

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They pray not for life, but for escape. They ask for forgiveness, not from the world, but from themselves. And in those final moments, as the chair tips, as the body surrenders, as hope dies, I hold them. I do what no one else did, I hold on to them.

But while I hear their stories, I also see the ones who should have been mine but never were.

The men who violated innocence, who stole lives but still walk freely, untouched by justice. The ones who laughed in the face of the law after Nirbhaya, after Hyderabad, after every woman who screamed for mercy and found none. The ones who sit in power, their hands stained, their sins masked by wealth and status. They are never brought to me.

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Instead, I hold the ones who should have lived, the dreamers, the broken, the defeated. I take the ones who deserved a second chance, while those who should have met me are given a lifetime of freedom.

If I could choose, if I could wrap myself around the necks of those who truly deserve me, would that finally give my existence meaning? Would it make my touch just? Would it make my circle less cruel?

But I do not choose. I only wait.

And where I end, I also begin. My fibers unravel, my loop is broken, and soon, I am woven into something new. Perhaps I return as a simple rope once again, probably tied to an ox pulling a plow, bound around wood for a sacred pyre, holding together the mast of a ship that sails toward new lands. I never know what I will become next, but I definitely know this:

I will always return. I will always find my way back to that perfect circle, where the beginning and the end are the same.

I am the Noose. I am fate’s hand and history’s witness. I am the end of one story and the start of another.

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“What if one decision could redefine not just your dreams but your entire outlook on life?”

That’s exactly what Huawei’s Seeds for the Future 2024 program did for me. This journey was more than just an opportunity—it was a profound experience that combined technology, culture, and collaboration. Along the way, I discovered the power of innovation and connection, leaving me with lessons to cherish for a lifetime.

The Beginning: Planting the Seed

The journey started in May 2024, when Huawei announced applications for their prestigious Seeds for the Future program. As a final-year Computer Engineering student, I was drawn to the program’s promise of exploring technology’s potential to solve real-world problems.

By June 13, I was thrilled to find my name among 30 selected candidates for the first round. What followed was a series of exciting milestones:

• June 18: A UNESCO workshop on AI ethics introduced us to the importance of ethical considerations in innovation.
• June 21: Visits to the Ncell Data Center and Incessant Rain Studios revealed how Nepal’s tech landscape is evolving.
• July 1: The final interviews tested our technical and non-technical skills, pushing us to articulate our visions for the future.

Finally, on July 12, the results came in. Six of us were selected to represent Nepal in the regional rounds in China. Team Nepal—comprising Samriddhi Karki, Sadhana Panthi, Angelina Ghimire, Aashish Karki, Sameep Aryal, and me—was ready to take on the world stage.

A Celebration of Culture and Connection

Our adventure in China began with the Global Village event. Dressed in vibrant traditional attire, we showcased Nepal’s rich heritage through dance, food, and stories. The event highlighted the beauty of cultural exchange, as we connected with participants from diverse backgrounds.

This celebration set the tone for the next chapter of our journey—one defined by creativity, collaboration, and competition.

Tech4Good: Innovating for Impact

The Tech4Good competition was the heart of our journey. For weeks, we brainstormed and refined our project, which we called UltraCare.

Designed to address maternal health challenges in rural Nepal, UltraCare offered:

• Solar-powered functionality for areas with limited electricity.
• Local language integration for accessibility.
• AI algorithms for early detection of obstetric complications.

Our hard work paid off when we won the People’s Choice Award. It wasn’t just a victory for Team Nepal—it was a testament to how technology, when guided by empathy, can create meaningful change.

Beyond the Competition: Unforgettable Experiences

China offered more than just the competition. The experiences we shared broadened our horizons and left us inspired:

• The Donguan Campus Visit: Walking through this enchanting campus felt like stepping into a fairy tale. From the serene library to the architectural wonders, every moment was magical.
• The Cruise Day: Under a starlit sky, we celebrated the end of our journey with laughter, tears, and heartfelt goodbyes. It was a bittersweet moment that captured the essence of our shared adventure.

Lessons for Nepal: Inspired by China

Reflecting on my time in China, several key lessons stand out:

• Invest in Talent: Nepal can address its brain drain by creating environments where individuals feel inspired to stay and contribute.
• Foster Local Innovation: China’s success with platforms like Baidu and TikTok proves the potential of homegrown talent.
• Prioritize Visionary Leadership: Political stability and entrepreneurial support are crucial for progress.

Above all, the collective culture of prioritizing the greater good over individual gains was deeply inspiring.

A Heartfelt Thanks

The eight days in China were nothing short of life-changing. Huawei ensured we experienced the best of everything, from world-class hospitality to unmatched learning opportunities. Special thanks to Ashit Dai, whose unwavering support made our journey smoother and more enjoyable.

To Huawei, the Asia Pacific Digital Talent Summit, and everyone who made this possible: thank you. Seeds for the Future wasn’t just a program—it was a turning point in my life.

“The most beautiful journeys are not about the destinations but the transformations they inspire within you.”

This is not the end but the beginning of a new chapter, one filled with hope, innovation, and the determination to make a difference.

Priyanshu Sharma

Aspiring Technologist | Dreamer | Doer

The post Seeds for the Future 2024 – TEAM NEPAL appeared first on .

Generative AI is transforming the way we interact with technology, offering capabilities such as content generation, language translation, and creative writing. In this blog post, we’ll walk you through the process of setting up Google Generative AI in Python. By the end of this tutorial, you’ll be able to install the required packages, configure your API key, and start generating AI content.

Table of Contents

• Prerequisites
• Installing Required Packages
• Configuring the API Key
• Setting Up the Generative Model
• Generating Content
• Implementing Automated Conversations
• Conclusion

Prerequisites

Before we dive into the setup, ensure you have the following:

1. Python 3.6 or higher installed on your system.
2. A Google Cloud account with access to the Generative AI API.
3. Basic knowledge of Python programming.

Installing Required Packages

First, you need to install the necessary Python packages. Open your terminal or command prompt and run the following commands:

pip install google-generativeai
pip install python-dotenv

These packages will allow you to interact with Google Generative AI and manage environment variables securely.

Configuring the API Key

To use Google Generative AI, you need to configure your API key. Follow these steps:

1. Create a .env file in your project directory.

Add your Google API key to the .env file as follows:

API_KEY=your_google_api_key_here

This setup ensures your API key remains secure and is not hard-coded in your scripts.

Setting Up the Generative Model

Next, import the required libraries and configure the Generative AI model using your API key:

Python Code

import google.generativeai as genai
import os
from dotenv import load_dotenv

# Load API key from .env file
load_dotenv()
google_api_key = os.getenv('API_KEY')

# Configure the Generative AI model
genai.configure(api_key=google_api_key)

Generating Content

With the model set up, you can now generate content. Here’s a simple example to get you started:

Python Code

response = model.generate_content("Hello! Can you introduce yourself?")
print(response.text)

Output

The output will be a friendly introduction generated by the AI.

Implementing Automated Conversations

To create an interactive automated conversation, you can use a loop that continuously sends user inputs to the model and prints the responses. Here’s how you can do it:

model = genai.GenerativeModel('models/gemini-pro')
chat = model.start_chat()

def automated_conversation():
    while True:
  user_input = input("You: ")
        if user_input.lower() == "exit":
            print("Conversation ended.")
            break
        response = chat.send_message(user_input)
        print("AI:", response.text)

# Start the automated conversation
automated_conversation()

Output:

This script initiates a chat session and allows for an ongoing conversation with the AI until the user types “exit”.

Conclusion

Setting up Google Generative AI in Python is a straightforward process that can greatly enhance your projects with AI capabilities. From generating creative content to interactive conversations, the possibilities are endless. Follow this guide to get started and explore the full potential of Google Generative AI.

For more detailed documentation and advanced usage, check out the Google Generative AI Documentation.

By incorporating these steps, you’ll be well on your way to leveraging the power of Generative AI in your Python applications. Happy coding!

The post How to Set Up and Use Google Generative AI in Python appeared first on .

Department of Computer Science and Engineering

Dhulikhel, Kavre

 A Mini-Project Report On

“The Coffee Shop: An Economics Project”

[Code No: MGTS 301]

Submitted by:

Priyanshu Sharma

Ishan Panta

Abiral Adhikari

Samir Wagle

Manish Shivabhakti

Submitted to: 

Ramesh Ghimire Sir

                Department of Management Informatics and Communication

  Submission Date:

2024-01-07

Introduction:

Welcome to The Coffee Shop, an innovative and vibrant haven redefining the traditional café experience. Nestled in the heart of the city, our establishment offers more than just exceptional coffee; it provides a destination for those seeking a harmonious blend of tranquility and energy. Meticulously designed to cater to diverse preferences, The Coffee Shop beckons individuals, whether coffee connoisseurs, book enthusiasts, game lovers, or anyone in search of a serene spot to unwind.

Our venture into The Coffee Shop was not merely a business endeavor but also a mini project for our Engineering Economics course. We aimed to bridge the gap between theoretical concepts and practical implementations, making this venture an invaluable learning opportunity. Applying economic formulas became essential as we delved into comparing the best options among various alternatives.Before embarking on this venture, we engaged in crucial economic analyses, such as cost-benefit assessments, calculating rates of return, and determining the timeframe for recouping the invested capital. Understanding fundamental economic factors like interest rates, depreciation rates, and the post-use value of equipment played a pivotal role in evaluating the financial viability of The Coffee Shop.

In the broader context of project management, we recognized the significance of resource allocation, including materials, funds, labor, and time. Engineers leading such endeavors must navigate budget constraints, especially when faced with limited resources. This project has not only allowed us to explore the intricate economic considerations within the business realm but also provided practical insights into effective resource management.

Project Motivation:

The motivation behind The Coffee Shop stems from a desire to create more than just a conventional coffee spot. In our research and observations, we recognized a gap in the market for a space that seamlessly integrates the elegance and class of a premium café with the youthful vibrancy of a social hub. Our vision is to provide a haven for the community, where every sip of coffee is accompanied by a symphony of joy, peace, and the aroma of freshly brewed beans.

Key Elements of Motivation:

• Community Hub: 

The Coffee Shop envisions itself as a community hub, a space where individuals of all ages and backgrounds can gather, connect, and unwind. The café will feature both public areas for socializing and private rooms for a more intimate experience.

• Inclusive Atmosphere:

The café is designed to be inclusive and welcoming to everyone, fostering an environment that caters to the tastes and preferences of the diverse Gen Z audience. The inclusion of books, indoor games, and musical instruments aims to create an atmosphere where everyone can find something to enjoy.

• Affordability and Quality: 

Recognizing the need for a high-quality coffee experience that is also accessible, The Coffee Shop is committed to offering premium coffee at reasonable prices. We believe that exceptional coffee should be enjoyed by all, irrespective of budget constraints.

Inspired Design: 

The design of The Coffee Shop draws inspiration from classic and elegant elements, providing a timeless backdrop for contemporary interactions. The goal is to create an environment that resonates with peace and joy, encouraging patrons to linger and savor the moment.

Design Process:

• Problem Statement:

The lack of affordable, high-quality coffee shops with an elegant and classic vibe in Nepal, particularly catering to the middle class and students, and offering a unique environment with books, indoor games, and musical instruments.

• Development of Alternatives:

Establishing a coffee shop with quality coffee at reasonable prices.

Creating a unique and vibrant ambiance with elements like books, indoor games, and musical instruments.

Offering a combination of public spaces for socializing and private rooms for a cozy and intimate experience.

• Development of Prospective Outcomes:

Increased accessibility to high-quality coffee for the middle class and students.

The creation of a welcoming and distinctive space that attracts a diverse customer base.

Enhanced social and cultural experience through the inclusion of books, games, and music.

• Selection of a Decision Criterion:

The primary decision criterion is to create a coffee shop that is economically viable, socially inclusive, and culturally enriching. This involves balancing the affordability of products with the provision of a unique and pleasant environment.

Analysis and Comparisons of Alternatives:

Alternative 1: Quality Coffee at Reasonable Prices

Pros: Attracts a broader customer base, including students and middle-class individuals.

Cons: Potential challenges in maintaining quality while keeping prices affordable.

Alternative 2: Unique Ambiance with Books, Games, and Music

Pros: Differentiates the coffee shop, providing a unique selling proposition.

Cons: Requires careful curation and management to maintain a cohesive and enjoyable environment.

Alternative 3: Combination of Public and Private Spaces

Pros: Offers versatility to cater to different customer preferences.

Cons: Requires efficient space utilization and management to balance public and private areas.

Selection of the Preferred Alternative:

A combination of Alternative 1 and Alternative 2 is chosen to strike a balance between affordability and uniqueness. This will involve meticulous planning to ensure quality coffee at reasonable prices while creating a distinctive ambiance with books, games, and music.

Performance Monitoring and Post-evaluation of Results:

Ongoing monitoring will be essential to assess customer satisfaction, sales performance, and feedback. Regular evaluations will allow for adjustments to the business model, ensuring it remains aligned with the target audience’s preferences and needs.By combining quality coffee affordability with a unique and lively environment, the coffee shop aims to address the identified problem and create a successful and sustainable business model.

Cost Concepts and Design Economics

Initial investment cost: 

1. Shop Setup –  Nrs. 150,000 (per month)
   1. Area: 1500+ Sq. Ft.
   2. Rent: NPR 1,50,000 per month (Source: Hamrobazar)

2. Interior Decor – Nrs. 12,00,000
   1. Furniture
   2. Sofa
   3. Bar Counter
   4. Tables
   5. Chairs
   6. Lighting Fixtures
   7. Wall Art and Decorations
   8. Plants for Ambiance
   9. Café Signage

3. Equipments – Nrs.15,00,000
   1. Automatic Drip Coffee Makers
   2. High-Quality Espresso Machine
   3. Industrial Coffee Grinder
   4. Commercial Refrigerators (for beverages and perishables)
   5. Freezers (for ice cream and frozen items)
   6. Commercial Oven and Toasters
   7. Industrial Blender
   8. Display Cases for Pastries and Snacks
   9. Cash Register System
   10. Water Filtration System
   11. Air Conditioning and Ventilation System
   12. POS System (Point of Sale)
   13. Music System/Audio Equipment
   14. Security Cameras/Alarm System
   15. Lighting System

4. Initial inventory – Nrs. 10,00,000
5. Coffee Beans:

• Assorted varieties and roast levels

2. Snacks:
   • Pastries, cookies, sandwiches, granola bars
3. Coffee Cups and Lids:
   • Disposable and reusable cups with lids
4. Napkins and Utensils:
   • Paper napkins, disposable forks, knives, and spoons
5. Whipped Cream and Flavorings:
   • Whipped cream, assorted syrups
6. Milk and Dairy Alternatives:
   • Various types of milk, creamers
7. Sugar and Sweeteners:
   • White and brown sugar, artificial sweeteners, honey
8. Cleaning Supplies:
   • Dish soap, sanitizers, cleaning cloths, trash bags
9. Electricity and Kitchen Supplies:
   • Coffee grinders, blenders, ovens, toasters, refrigerators, kitchen utensils
10. Menu Display and Price Tags:
    • Display boards or digital screens, price tags
11. POS System Supplies:
    • Receipt paper rolls, printer ribbons, or ink cartridges
12. Miscellaneous Items:
    • Stirrers, straws, toppings, water bottles, or pitchers
13. Cleaning Supplies:
    • Mops, brooms, dustpans, cleaning solutions

Supplies Details 

Coffee

The cost of 10kg coffee beans is Rs.42000. On average, 1kg of coffee beans can produce 50 to 75 cups of coffee. With that, a 10 kg coffee bean packet can produce an average of  500  cups of coffee.With 60 cups of coffee consumed per day. 1800 cups of coffee are consumed per month. An average of 40 kg of coffee beans is consumed per month. Therefore,the cost of 10kg Coffee is Rs.42000, In similar ways, 40kg coffee costs Rs 1,68,000.

Milk

Milk on average, 250 ml of milk is required to make a cup of tea or coffee on average. The cost of 1 liter of milk is Rs100 so each cup of tea costs rs 25 of milk. With that average of 4500 milk. In a month 135000 rs worth of milk is used. 

Tea

Tea is much cheaper than coffee. 1 kg tea gives 250 cups of tea. It costs 1500-2000 rs per month for tea. 

Coffee Flavor: 7500 Rs for coffee flavor

Chocolates: Rs.5000

Dessert: 67500

Bread Items total cost:5000 per day * 30= 150000 

Sugar: For 150 cups of coffee and non-coffee items. An average of 25 gm of sugar is used. Rs. 3750 worth of sugar is used in tea and coffee. In bakery items and non-coffee. An additional 500 rs of sugar is used a day. Let’s round off to 4300

Dishwashing Equipments: 5000-7000

Merchandise: 50000

Soaps Sanitizers: 10000

Business Cards: 5000

Promo Coupons: Materials

Toilet Paper: 5000

Marketing: 25000

Gas: 5000

Electricity: Rs.7500

Itemized Costs:

Fixed Costs:

1. Rent – Rs.1800000 per year
2. Salary of Staff (per month)
   1. Baristas, Waiters and Receptionist – Rs.35,000*5 ( Per Month)
   2. Security Guard – Rs.40000 (Per Month)
   3. Cleaning Staffs – Rs.20000*2 (Per Month)
3. Business Property Insurance – Rs.1,60,000
4. General liability insurance – Rs.40,000
5. Workers compensation – Rs.80,000
6. Initial Equipment Cost – 
7. Marketing Cost(Per Month)-Rs.25,000
8. Merchandise: Rs.50,000

Variable Costs:

1. Coffee Beans (Assorted varieties) :Rs.168000
2. Milk:75000 
3. Tea(Per Month):2400
4. Snacks(Per Month) (Pastries, Cookies, Sandwiches): Rs.135000
5. Napkins(Per Month): Rs.5000
6. Whipped Cream(Per Month):Rs.2000
7. Syrups and Flavorings(Per Month):Rs.5000
8. Sugar, Sweeteners, and Creamers(Per Month):Rs.134000
9. Cleaning Supplies (Detergent, Sanitizers, etc.):Rs.10000
10. Electricity(Per Month):Rs.7500
11. Gas(Per Month): 5000
12. DishWashing Equipments(Per Month):Rs.6,500

Incremental Costs: 

1. Introduction of New Menu Items
2. Extended Opening Hours
3. Upgrades to Technology
4. Training Programs

Economic factors: 

SWOT(Strength, Weakness, Opportunities and Threats) Analysis

     A. Strengths

1. Unique Concept: The combination of books, indoor games, musical instruments, and a park-like ambiance sets the cafe apart, catering to a niche market.
2. Targeting Diverse Audiences: The cafe targets both the upper and higher middle class, as well as students, creating a broad customer base.
3. Affordable Quality Coffee: Providing quality coffee at reasonable prices addresses the gap in the market, making it accessible to the middle class.
4. Distinctive Environment: The elegant and classic vibe with peace, joy, and the aroma of coffee beans creates a memorable and distinctive atmosphere.
5. Limited Local Competition: With few similar establishments in Nepal, the cafe has the opportunity to become a trendsetter in the local market.

     B. Weakness

1. Initial Awareness: Introducing a unique concept may require initial marketing efforts to educate potential customers about the cafe’s offerings.
2. Operational Complexity: Balancing the diverse elements of books, games, and music, along with public and private spaces, may pose operational challenges.
3. Dependence on Local Economy: Economic fluctuations in the local area could impact the spending habits of the target audience.
4. Perception Challenges: Overcoming preconceptions about the affordability and accessibility of quality coffee in Nepal may take time.

     C. Opportunities:

1. Growing Coffee Culture: We are capitalizing on the rising trend of coffee consumption and the potential for the coffee culture to expand in Nepal.
2. Community Engagement: We are creating opportunities for community events, book clubs, and music sessions to foster engagement and loyalty.
3. Collaborations and Partnerships: We are exploring collaborations with local artists, musicians, and book clubs to enhance the cultural appeal.
4. Expanding Menu:We are introducing unique and locally inspired coffee blends and snacks to cater to diverse tastes.

     D. Threats:

1. Competition Entry: Potential entry of new competitors offering similar concepts or established brands expanding their offerings.(Himalayan Java, The Bakery Cafe)
2. Economic Downturn: Economic challenges affecting the disposable income of the target market, impacting spending on leisure activities.
3. Changing Consumer Preferences: Shifts in the preferences of Gen Z consumers affect their interest in traditional coffee shop offerings.
4. Supply Chain Disruptions: Challenges in sourcing quality coffee beans and other ingredients may impact the consistency of offerings.

Considerations:

1. Market Monitoring: Regularly monitor consumer trends, economic indicators, and local competition to adapt strategies accordingly.
2. Operational Efficiency: Streamlining operations to efficiently manage the diverse elements of the cafe while maintaining a cohesive atmosphere.
3. Community Building: Actively engage with the community through events and social media to build a loyal customer base.

Local economic conditions

1. Consumer spending habits
2. Competition
3. Potential market growth.

Money-Time Relationships and Equivalence: 

Capital Investment Calculation

Fixed Costs Calculations

No of employees = 8

Baristas, Waiter and Receptionist :5

Security Guard = 1

Cleaning staff = 2

Salaries  = 35,000 * 5 + 40,000 * 1 + 20,000*2 = 255,000 (per month)

Annual = 45,00,000

Value Added Tax (VAT): 13%

Service Type = Self-Service

Fixed Cost (Annual) = 6725000

Variable Cost (Annual) = 5735400

Total cost(Annual)  =12460400

Calculation of the Annual Revenue

Total Annual Revenue 

We will be considering the categories of the menu rather than individual items. The cost would be an average of individual costs in a category.

Cash flow information:

Yearly Cash Inflows 

Daily Revenue: Rs52835

Yearly Revenue: 17699725

Total Annual Revenue after 13% taxation: Rs 15398760

Yearly Cash Outflows 

Rent = 1,50,000 *12 = 18,00,000

Supplies = 6989400

Annual Insurance Costs =2,16,000

Annual Maintenance Cost = 40,000

Salaries = 33,15,000

Total Annual Cost (Till EOY 5) = 1,24,60,400

Market Value of Equipment at the end of 5 years = 5,00,000

Capital Investment Calculation

In the realm of cost concepts and design economics, the initial investment at the end of year zero (EOY 0) comprises various components essential for establishing and operationalizing a business space. The detailed breakdown of these elements is as follows:

Rent:Amount: NPR1,800,000

Interior Décor: NPR 1,200,000

Equipments: NPR 1,500,000

Initial Inventory: NPR 1,000,000

Total Initial Investment: NPR 5,500,000

This comprehensive investment encompasses expenditures related to leasing the premises, enhancing the aesthetic appeal through interior décor, procuring necessary equipment, and stocking the initial inventory. These components collectively contribute to the capital outlay required to initiate and establish the envisioned business venture.

Cash Flow Diagram

Payback Period

From the graph above, the payback period is 2.91 years, meaning the coffee shop takes 2.91 years to earn enough money to recover the initial investment.

Applications of Money-Time Relationship:

Internal Rate of Return:  

To calculate the Net Present Value (NPV) of a series of cash flows, we need to estimate the timing and amount of future cash flows and pick a discount rate equal to the minimum acceptable rate of return. The formula for NPV of a project with multiple cash flows is as follows:

NPV=t=0∑n​(1+i)tRt​​−C0​

where Rt​ is the net cash inflow-outflows during a single period t, i is the discount rate or return that could be earned in alternative investments, t is the number of periods, and C0​ is the initial investment

Using the given cash flows, we can calculate the NPV of the project as follows:

NPV=(1+0.1)1628546.64​+(1+0.1)22168422.71​+(1+0.1)32938360.75​+(1+0.1)42938360.75​+(1+0.1)52938360.75​+(1+0.1)66318112.90​−5500000.00

CALCULATION OF IRR

NPV = 0

IRR = 35%

Project Duration 

The time over which cash flows will be analyzed is considered to be 6 years.

Cost & Benefit Estimation Techniques:

The Benefit-Cost Ratio (BCR) is a ratio used in a cost-benefit analysis to summarize the overall relationship between the relative costs and benefits of a proposed project. It can be expressed in monetary or qualitative terms.

The formula for calculating the BCR is as follows:

BCR = Total Annual Benefits/ Total Annual Costs​

Using the values you provided, the BCR would be:

BCR = Total Annual Benefits/Total Annual Costs​

= NPR 17,699,725/ NPR 12,460,400

 ​= 1.42

Since the BCR is greater than 1, the project is expected to deliver a positive net present value to the firm and its investors. This suggests that the NPV of the project’s cash flows outweighs the NPV of the costs, and the project should be considered.

Depreciation

Sensitivity analysis: 

Conclusion from Sensitivity Analysis: 

The sensitivity analysis conducted on Capital Investment, Annual Investment, Variable Cost and time reveals that Annual Revenue is the most sensitive to alterations in factors under consideration. Therefore, careful attention and strategic management should be directed toward those elements influencing annual revenue to ensure optimal performance and financial stability.

Conclusion

In a comprehensive examination of the financial prospects for ‘The Coffee Shop’ project, it emerges as a robust and promising venture, affirming its potential for sustainable profitability and a favorable return on investment. The stringent evaluation, guided by a Minimum Acceptable Rate of Return (MARR) of 10%, illuminates the project’s financial strength and resilience. The Internal Rate of Return (IRR) takes center stage as a pivotal metric, standing impressively at 35%. This figure significantly outpaces the MARR, portraying ‘The Coffee Shop’ as an investment that not only meets but surpasses anticipated returns, rendering it an appealing proposition for potential stakeholders. Beyond the compelling IRR, the project’s efficiency in recouping the initial investment is exemplified by a notably short payback period of approximately 2.91 years. This expedited recovery timeline not only underscores the financial stability of ‘The Coffee Shop’ but also positions it as a venture capable of delivering swift and tangible returns. The combination of a robust IRR, a swift payback period, and adherence to the stipulated MARR collectively paints a picture of a meticulously planned and financially sound project. ‘The Coffee Shop’ not only stands as a testament to its economic viability but also positions itself as a beacon of success in the competitive landscape of the coffee industry. With an all-encompassing financial strategy, the project is poised for not just profitability but sustained and thriving success in the dynamic market it aims to serve.

The post The Coffee Shop: An Economics Project appeared first on .

It all started with the ML Bootcamp 2023 Phase 1, a two-week workshop that promised to take us from coding novices to machine learning experts. As I stepped into the workshop on the first day, I was greeted by a sea of unfamiliar faces, all eager and excited to learn. There was a buzz in the air, a feeling of anticipation and nervousness that seemed to envelop us all.

But as the coordinators kicked off the workshop with warm smiles and welcoming words, I felt my nerves begin to dissipate. The first few days were filled with the basics – Python syntax, numpy, pandas – but even those seemingly mundane topics were infused with a sense of wonder and creativity.

As the days went on, we delved deeper into the world of machine learning – exploring the intricacies of regression models, decision trees, and clustering algorithms. The datasets we worked with were complex and varied, but with each passing day, we became more adept at extracting insights and making predictions.

Of course, it wasn’t all work and no play – there were plenty of moments of levity and fun to be had. From the daily quizzes that challenged our knowledge to the impromptu question-answer sessions, there was never a dull moment.
But perhaps the most memorable part of the workshop was the sense of camaraderie and community that developed among us. We came from all walks of life – different backgrounds, different experiences, different goals – but we were united by a shared passion for machine learning. We worked together, helped each other, and cheered each other on every step of the way.

The ML bootcamp that began with a participation of 55 ended with 15 and me being the only girl. I wish I could see more enthusiastic girls who were actively participating during the start of the workshop remain with us till the end. Anyways, I am hopeful that things will change.

In the end, the fruitful session from Mala Deep Upadhayay was really inspiring. I feel fortunate to have received this opportunity to be a part of the ML community. Sometimes I shock myself with the kind of plots I am able to visualize using the datasets and all this credit goes to our ML coordinators.

Hats off to Anish Manandar and Anurag Timalsina for the successful completion of ML boot camp. Also, Thank you Aadarsha Dhakal for always being there helping us with the technical difficulties and adding enthusiasm to the bootcamp.

In short, the ML Bootcamp 2023  was a life-changing experience – one that I will always treasure.

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On a busy morning, I found myself in a rush of activity as I prepared for my trip to Dhulikhel. Fumbling through my belongings, I felt the pressure of time as my classes were starting at 9 and the clock already read 7. Despite the chaos, I pushed myself to gather all the necessary items and double-check everything. Feeling a sense of relief, I decided to opt for a ride-sharing app called inDrive to make it to Koteshwor and from there I could take a bus.

As I received the ride request from a female rider, a wave of mixed emotions engulfed me. It was a feeling I had never experienced before, one that strangely brought back memories of my very first ride. That ride had taken place during my 12th boards amidst the Covid pandemic, and it was an experience I will never forget. The rider was clearly reckless, driving at breakneck speeds that a normal person would never reach. I remember feeling a surge of adrenaline as the bike leaned at an acute angle on the road, and the wind whipped through my hair with relentless fury. At that moment, exams were the last thing on my mind, I just wanted to reach college safely. Despite my fears and doubts, I couldn’t bring myself to ask the rider to slow down. Maybe I was too scared as it was my first. Anyways, looking back, I realized that it was a missed opportunity to prioritize my safety and well-being.

Fast forward to today, after four years of being a regular customer and exploring various ride-sharing options, I received a ride request from a female rider for the first time. I accepted the request and began actively seeking out female drivers while waiting for her. I was pleasantly surprised to find that there were quite a few, I wondered how I didn’t notice them until today. As I waited patiently for my ride, I noticed on the app that the rider was heading toward a different location. Despite it being late for my classes and having already waited for 10 minutes, I thought of taking another ride. But I didn’t want to miss out on the experience of riding with a female rider. So, I called her several times to inform her of my correct location, and finally, after a couple of minutes, she arrived. I got on the back of the bike, and we started our journey to Koteshwor.

It indeed was a comfortable ride, but also a memorable one. In the end, I gave her a rating of 5 stars, even though she was quite late. For me, it was more important to support her efforts than to let a minor inconvenience get in the way. While I acknowledge that everyone may have a different approach to the situation, for me, supporting such endeavors is a priority. It isn’t every day that you get to see a woman in a heavily male-dominated profession.

This experience was truly unforgettable and will always hold a special place in my heart.

Happy Women’s Day!

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And this was the central argument put forward by the computer science pioneer Alan Turing in 1950 in his paper entitled “Computing Machinery and Intelligence” which asks “Can machines think?” Turing did not just propose the question but he also attempted to find an answer by suggesting a simple test that is presently known as the “Turing test”. It is a test of a machine’s ability to exhibit intelligent behavior identical to, or not differentiable from, that of a human being. In simple words, a machine is supposed to mimic a human to pass this test. During the test, there are three players say A, B, and C. Here player C, the interrogator, has the task of trying to determine which of the player – A or B – is a human and which is a machine. And if the interrogator misidentifies the machine as a human then the machine passes the Turing test. 

In the current scenario, we have seen several pieces of AI software that have beaten the Turing test. And as we’re entering the age of artificial intelligence where AI programs are getting better and better at mimicking humans, there will always be a question of whether there’s really anything that makes human intelligence special, or are we just machines of a different kind?

In the future, after passing the Turing test, let us consider all the machines will exhibit intelligent behavior equivalent to a human; thus, it becomes impossible to distinguish between a machine from a human. In that case, all the work will be done by vast, highly organized systems of machines without the requirement of human beings.

The emotions produced in a human’s body due to chemical reactions can be converted into respective algorithms and fed into a machine resulting in a robot with emotions, feelings, and intelligence. So after 50 years from now, the girl you chat with till late at night might actually be a machine that is capable of understanding you at an emotional level. The secretary you have hired may not necessarily be a human because a machine with a human level of intelligence can handle your finances much better. So, the day is not far when machines would not just mimic humans but will eventually replace them.

Let’s take an example of the recently launched ChatGPT, an AI tool that everybody’s talking about. It can pretty much do everything beyond what we imagined a BOT  was capable of doing. It is smart enough to not just understand and process human language but it produces human-like responses. If it didn’t mention that it was “an artificial intelligence language model created by OpenAI” after every tricky question we asked to confirm its identity, we would have hardly recognized him as a bot.

Before chatGPT, Every time we came across a difficult problem, the first thing we did was google it. From business strategies to relationship advice, we have faith in google because somewhere we are sure that it can give us better suggestions. But ChatGPT has changed everything, It often comes with the most optimized solutions for any problem. We are slowly losing the ability to think ourselves because such tools have made all kinds of information readily available to us and we no more need to memorize anything. Forget about memorizing, we don’t even feel the necessity of understanding anything. This dependency on technology is just a small picture of what the future holds. (We will be talking in depth about ChatGPT in the next blog.)

It might be argued that the human race will be wise enough to not hand over all their power to machines. Yes, the human race would never voluntarily turn power over to the machines, and the machines won’t willfully seize it (I doubt a little, just watched M3GAN a couple of days ago). What I am trying to suggest is that the human race might easily permit itself to be in such a position of dependency on machines that it would prefer to accept all of the machines’ decisions.

With problems faced by societies becoming more and more complex, machines have become more and more intelligent. People are willing to let machines make more of their decisions merely because machine-made decisions will yield better results.

To sum up, passing the Turing test might pave a positive path for the progress of the world by enhancing the economy, making life easier, etc. whereas, there is a possibility of it leading to the replacement of humans from their respective jobs. However, I strongly believe that the use of technology is in our hands and as the future is unpredictable, the results after passing the Turing test remain unpredictable too. (A safe ending …. Tadaaa)

References

https://plato.stanford.edu/entries/turing-test/

https://news.ycombinator.com/item?id=9243806

http://genconnection.com/English/ap/theodore_kaczynski.htm

https://theconversation.com/turing-test-why-it-still-matters-123468

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Have you ever wondered why even in the worst situations of our life, we try searching for the lesson that is being taught to us, even after facing adversities, we wait that one day for things to turn around and the way we get over failures thinking that, there might be greater plans waiting? It is because we believe in the higher, unseen, controlling power of religion. The religious views that “everything happens for a reason” and “god has better plans for you” give us hope that can be comforting in difficult times making life seem less chaotic.

Hope forms the foundation of every religion teaching us to enhance acceptance, endurance, and resilience. That’s why there is this saying in Sanskrit
Aasha jiwanhetu; swatrirasha mrityukaranam ||
Meaning that hope inspires life and despair attracts death.

Often in our lives, we tend to forget that mental health not only involves the freedom from mental disorders, such as depression, anxiety, and psychotic conditions, but it also involves the regular experience of positive emotions, such as joy, wonder, happiness, satisfaction, purpose, and hope. This is when righteousness comes into play.

Religious beliefs generate peace, self-confidence, purpose, forgiveness for the individual’s own failures, and a positive self-image. That is why, of approximately 100 studies conducted on religiousness and well-being, nearly 80% have found that religious people experience significantly more positive emotions compared to those who are less religious.

Let’s talk about the latter 20 percent, Religious beliefs include not only positive emotions but some negative emotions too. They can bring guilt, doubts, anxiety, and depression through enhanced self-criticism. For example, Excessive sexual activity is decried by most religions, and therefore, it may arouse a strong sense of guilt or anxiety in many. Similarly, any violation of religious rituals intentionally or unintentionally can generate considerable guilt.

I am pretty sure all of you have heard this statement, “your children will trouble you twice more than you trouble your parents”. We are constantly being reminded that what we do comes back to us one day (Karma) causing us to self-reflect in a way that we feel the necessity of confining ourselves to the norms of society.

A guy who is sure to fail his exams still takes it because he dwells in the positivity that something magical might happen. But it won’t. He just develops this passive waiting for god to handle a particular situation which further leads him to self-disappointments in life. Moreover, Religion teaches us not to question things and encourages people to believe in superstitions. For example, the idea: if you pray for something, god will make it happen.

We have been living with such superstitions because it is instilled in our minds from a very young age. In addition to that; religion has played a major role in many wars throughout world history. However, I strongly believe that even if there were no religion we humans would find something else to start a war over.

Religion is as old as mankind. Primitive man had primitive religions, they worshiped the elements of nature like the sun, earth, air, water, etc., Advances in civilization led to institutionalized religions. But the basic characteristics of all religions are similar. There is a firm belief in a universal force. Religion appeared to be a psychological necessity for mankind which later metamorphosed. With time, religious practices have turned into dogmas and superstitions. Although, most religions progress with time many become fossilized completely.

From mental health, perspective religion provides much-needed guidelines, which can help individuals to tolerate the stress, strains as well as uncertainties of life. However, many outmoded rituals and belief systems inhibit positive growth and may lead to mental health issues.

Therefore, the answer to the question of whether religion has beneficial or detrimental effects on the mental well-being of the adult individual is debatable. However, I personally believe that the positive aspects outweigh the negative aspects. The effect of religion on mental health has long been debated and remains controversial despite some positive findings in reviews of empirical research. The most plausible explanation for these mixed results is that the relationship between religion and mental health is not robust and is sensitive to the definitions adopted, the measures employed, and the samples studied.

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