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aayush24rai/README.md

Hi, I'm Aayush πŸ‘‹

Software engineer β€’ CS & Math Senior
Full-stack dev with a focus on AI-powered systems


πŸ‘¨β€πŸ’» About

I build software end-to-end β€” APIs, frontends, data pipelines, and the glue between them. Lately most of that work has an AI/ML layer: retrieval systems, model-serving infrastructure, and CV pipelines that run in production, not just notebooks.

I care about writing code that's boring to maintain: clear boundaries, good tests, and systems that fail loudly instead of quietly. I'm equally comfortable debugging a React render loop, shipping a FastAPI service behind Docker, or profiling a vector DB query.


🧩 Selected Projects

πŸ›‘οΈ LLMGuard β€” Model attestation framework that cryptographically verifies a deployed LLM matches its claimed weights. Python service + CLI, pluggable verification backends, designed to drop into existing inference stacks.
Python FastAPI Cryptography Docker

🚨 [CLARA] β€” Full-stack RAG application for emergency response. FastAPI backend serving a hybrid retrieval pipeline over ChromaDB, React frontend, streaming responses, evaluation harness for retrieval quality.
Python LangChain ChromaDB React FastAPI

🌾 AguaCrop β€” Agricultural Q&A system built over FAO datasets. Ingestion pipeline, retrieval-augmented chatbot, web UI. πŸ† Hackathon winner.
Python RAG LangChain React


πŸ› οΈ Tech Stack

Languages
Python TypeScript JavaScript C# C++ SQL

Backend
FastAPI .NET Node.js PostgreSQL

Frontend
React Next.js TailwindCSS

AI / ML
PyTorch LangChain ChromaDB OpenCV

Infra & Tooling
Docker Git Linux GitHub_Actions


πŸ“Š GitHub

Pinned Loading

  1. jobtrackr jobtrackr Public

    Python

  2. llm-integrity-attestation llm-integrity-attestation Public

    Python

  3. kroy2022/560-Project kroy2022/560-Project Public

    JavaScript

  4. TAPS-2024-Hackathon TAPS-2024-Hackathon Public

    Python

  5. Handwritten_Digit_Identifier Handwritten_Digit_Identifier Public

    Python

  6. BuildYourBowl BuildYourBowl Public

    C#