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AyushS1304/README.md

Ayush Sharma

Generative AI / Machine Learning Engineer  ·  Full-Stack Developer

Engineering LLM-powered systems — RAG pipelines, model distillation, and computer vision — and delivering them end to end, from FastAPI/Node backends to typed React frontends.

Portfolio   LinkedIn   X   Kaggle   Gmail

About Me

I build intelligent systems end to end — from the model to the interface. My core focus is Generative AI and machine learning: designing retrieval-augmented pipelines and LLM orchestration, compressing deep networks through knowledge distillation, and applying computer vision to real-world problems.

I pair that with full-stack engineering, turning models into deployed products backed by FastAPI or Node/Express services and typed React frontends. I care about substance over noise — models that are benchmarked, systems that ship to production, and code that reads cleanly for the next engineer.

Currently exploring LLM agents, efficient inference, vector databases, and the craft of taking research-grade ideas into reliable, usable software. Away from the keyboard, I'm usually on the cricket pitch or deep into a video game.

Skills

Languages

Python TypeScript JavaScript Java C++ SQL

ML / AI

PyTorch TensorFlow LangChain scikit-learn OpenCV YOLO Pandas NumPy Matplotlib Seaborn RAG LLMs

Frontend

React Next.js Tailwind CSS Vite HTML5 CSS3 Three.js

Backend, Databases & Tools

FastAPI Node.js Express Flask Streamlit MongoDB MySQL PostgreSQL Pinecone Supabase Git Vercel Render Figma

Featured Projects

ConvoxAI  ·  Live Demo

An intelligent call-analysis platform that transcribes uploaded audio, generates AI summaries with sentiment, and lets users query their call history through a RAG chatbot. Deployed end-to-end with authentication, vector search, and a typed React frontend.

FastAPI LangChain Whisper Pinecone Supabase React

MetaJudge-AI

A RAG pipeline that verifies claims in AI/ML research papers — extracting assertions, retrieving supporting and contradicting evidence, and issuing transparent judgments to flag hallucinations. Benchmarked against the SkepticBench dataset.

Python FastAPI Gemini RAG React

RefiNet

A knowledge-distillation project that compresses a heavy image-enhancement model (MSAFN) into a lightweight student network (LightMSAFN) for real-time inference, achieving 51 dB PSNR and 0.9792 SSIM. Built on the teacher–student distillation work from my Intel Unnati training.

PyTorch Knowledge Distillation Streamlit

SmartSeg

An AI-powered waste-classification system that detects and categorizes waste from uploaded images and returns disposal guidance, using a hybrid YOLOv8/YOLOv5 detection pipeline backed by a Flask API and a React interface.

YOLO OpenCV Flask Gemini React

AI-Invoice-App  ·  Live Demo

A MERN-based invoice automation tool that uses Gemini-powered agents to extract invoice data from unstructured text and auto-generate payment-reminder emails, with JWT auth and full CRUD workflows.

React Node.js Express MongoDB Gemini

GitHub Stats

  GitHub streak



Contribution activity graph

Contact

I'm open to ML/AI and Software Engineering internship and new-grad opportunities. The fastest ways to reach me:

Pinned Loading

  1. RefiNet RefiNet Public

    This project aims to compress a powerful image enhancement model (MSAFN) into a lightweight student model (LightMSAFN) using knowledge distillation. The goal is to retain most of the image quality …

    Jupyter Notebook 5 2

  2. AI-Invoice-App AI-Invoice-App Public

    Forked from Rijul1607/AI-Invoice-App

    An AI-powered invoice generator that automatically creates invoices from text, emails, and receipts. Convert unstructured text into structured invoice data, download PDF invoices, track payments, a…

    JavaScript 1

  3. My-Portfolio My-Portfolio Public

    This project showcases my personal developer portfolio — a responsive and animated site built with React and Tailwind CSS to present my work, skills, and experience in a modern, interactive way.

    JavaScript 3

  4. ConvoxAI ConvoxAI Public

    Forked from Dhruv610ag/ConvoxAI

    ConvoxAI is an end-to-end intelligent call analysis system that transcribes audio files, generates comprehensive summaries, and provides an interactive AI chatbot to query your call data.

    TypeScript 1

  5. DSA DSA Public

    Comprehensive collection of Data Structures and Algorithms problems solved in C++, Python, and Java. Covers questions from LeetCode, GFG, InterviewBit, and other major platforms — regularly updated…

    Java 3

  6. V-Secure V-Secure Public

    Forked from Rijul1607/V-Secure

    Jupyter Notebook 2