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amit2003dh/README.md

Hey there, I'm Amit!

Welcome to my corner of GitHub! I am a B.Tech Graduated in Electronics & Communication Engineering at NIT Bhopal (MANIT). I am an adaptive software engineer who loves building highly scalable systems from scratch, optimizing backend architectures, and productionalizing intelligent AI models.

My expertise spans full-stack engineering across the MERN Stack alongside deep engineering in Python, Machine Learning pipelines, and Generative AI (RAG, AI Agents). Whether it's building low-latency REST APIs, training neural networks, or optimization, I love solving hard technical problems under the hood. I've solved 500+ Data Structures & Algorithms (DSA) challenges across platforms!

My Tech Toolbox

Languages & Core Engineering Python C++ JavaScript SQL

Full-Stack & Backend Frameworks React NodeJS Express.js FastAPI

AI, Deep Learning & Orchestration PyTorch TensorFlow NumPy Pandas Gemini

Databases & DevOps MongoDB MySQL Git

Featured Projects

  • Small Language Model (Transformer) – Built a 15M-parameter transformer model from scratch using PyTorch, configuring customized tokenization and self-attention layers. Handled heavy data prep via Pandas and scaled training workflows using mixed-precision acceleration under CUDA.
  • AI-Powered Medical Claim Auditor – Developed a Python backend featuring a high-throughput REST API to automate medical claim validation and fraud discovery. Engineered data pipelines with NumPy and Pandas to process and structure multimodal claims prior to LLM analysis.
  • KisanSetu – A comprehensive full-stack marketplace connecting farmers directly with buyers. Integrated Google Gemini AI for smart leaf disease diagnostic pipelines and utilized Socket.io for handling real-time negotiation chat rooms.
  • SongSavvy – An audio analytics and content-based recommendation system engineered via Python, built on unstructured data analysis using Pandas, and deployed through a lightweight Streamlit interface.

Hackathon Highlights:

  • 2nd Prize (National Runner-Up) @ Spike AI BuildX – Built and pitched high-impact AI architectures under intense timeline constraints.
  • Cluster Winner @ Spark War 4.0 – Ranked in the top 19 out of 17,000+ participants nationwide.

GitHub Stats & Code Activity

Amit's GitHub Stats Amit's Coding Streak

Top Languages

Let's Connect!

I'm always open to talking tech, collaborating on open-source projects, or discussing the future of AI. Hit me up!

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  1. kisan-setu kisan-setu Public

    A MERN-stack agricultural marketplace connecting farmers directly with buyers, featuring Gemini AI-driven leaf disease detection.

    JavaScript

  2. song-savvy song-savvy Public

    A content-based recommendation engine for Bollywood music built using machine learning and a custom Streamlit interface.

    Python

  3. food-delivery-app food-delivery-app Public

    A full-stack food delivery application built with modern JavaScript frameworks for seamless browsing and ordering.

    JavaScript 1

  4. canvas canvas Public

    A responsive frontend UI assignment mimicking a graphic canvas interface using advanced JavaScript and styling.

    JavaScript