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Prakash436/README.md

Hello, I am Prakash Kumar ๐Ÿ‘‹

Welcome to my GitHub! I'm a passionate B.Tech. Chemical Engineering student at IIT Guwahati with a keen interest in Web Development, Data Science, and Machine Learning. I love building real-world applications and working on projects that make an impact. ๐Ÿš€


๐Ÿ”ญ Currently Working On

  • CampusEats: A food ordering website using Next.js, React, and MongoDB with secure authentication and an admin panel for managing orders.
  • BirthdayFetch: A Streamlit-based tool to extract birthdays from WhatsApp group chats and store them in a Notion template.
  • Alcheringa Website: Leading the frontend development with Next.js, React-Three-Fiber, and Three.js for an interactive and engaging experience.

๐ŸŒฑ Iโ€™m Learning

  • Deep Learning and AI for advanced projects in image captioning and natural language processing.
  • Cloud Computing and DevOps to scale applications and improve deployment pipelines.

๐Ÿš€ My Key Skills

Programming Languages:

  • C/C++, Python, JavaScript

Web Development:

  • Frontend: HTML, CSS, React, Next.js, Tailwind CSS
  • Backend: Node.js, Express.js, Django

Data Science & Machine Learning:

  • Libraries/Frameworks: TensorFlow, Keras, Pandas, NumPy, Scikit-Learn, Matplotlib
  • Techniques: Deep Learning, Computer Vision, NLP, Data Analysis

Databases:

  • MongoDB, MySQL

Tools:

  • Git, GitHub, IBM CPLEX, Notion, Streamlit, PyTorch (Basic proficiency)

๐Ÿ› ๏ธ Projects Iโ€™ve Worked On

Developed a food ordering website with a secure authentication system and user profiles using Next.js and MongoDB.

  • Admin panel for managing orders and updating the menu.
  • Achieved seamless integration with Google Auth for login.
    Tech Stack: Next.js, React, MongoDB, Tailwind CSS

A Streamlit app that extracts birthdays from WhatsApp group chats and organizes them in a Notion template.

  • Automatically associates phone numbers with names using contact details.
  • Categorizes users by group type for better organization.
    Tech Stack: Streamlit, Python, Notion API

Led the development of 3D components for the homepage using Next.js, React-Three-Fiber, and Three.js for a dynamic user experience.

  • Achieved 66k+ unique visitors with zero downtime.
    Tech Stack: Next.js, React, Three.js

Developed a CNN+LSTM model to generate captions for images using ResNet50 for feature extraction.

  • Deployed as a web app using Streamlit.
  • Achieved a BLEU score of 0.585.
    Tech Stack: Python, TensorFlow, Streamlit

Fine-tuned the albert-base-v2-squadv2 model to improve contextual question answering.
Tech Stack: PyTorch, Hugging Face

Skills: REACT / JS / Next.js / HTML / CSS / PYTHON / C / C++ / Deep Learnig / SQL / TensorFlow / NODE.JS* / EXPRESS,JS*

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Prakash's GitHub stats

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  1. Blog-app Blog-app Public

    JavaScript

  2. Virtual-Assistant-App Virtual-Assistant-App Public

    JavaScript

  3. Image-Caption-Generator Image-Caption-Generator Public

    Forked from BlackBeard07/Image-Caption-Generator

    Jupyter Notebook

  4. sidling1/Navbar-team sidling1/Navbar-team Public

    JavaScript 1 10

  5. Log-Anomaly-Detection-using-ML Log-Anomaly-Detection-using-ML Public

    Jupyter Notebook

  6. BirthdayFetch BirthdayFetch Public

    Jupyter Notebook