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sparsh-sharma-08/README.md

CS Final Year · AI/ML · Building things that think

LeetCode

About

I build at the intersection of AI/ML and production software — from LLM reliability research to full-stack AI platforms. Currently working on codebase intelligence tooling and early hallucination detection in language models.

Featured Projects

🧠 DevLens AI Codebase intelligence from zero-cost infra

AI-native platform that parses, graphs, and understands entire codebases — Tree-sitter for structure, pgvector for semantic search, LLMs for chat & architecture views.

Next.js FastAPI pgvector Tree-sitter

🔬 Early Hallucination Detection Catching LLM lies mid-sentence

Multi-signal fusion system combining hidden-state probes, attention patterns, logit uncertainty, and semantic entropy to flag unreliable generations before they finish.

PyTorch Qwen2.5 Transformers

🤖 AI Job Application System Automating the job hunt with LLMs

End-to-end pipeline that scrapes listings, evaluates relevance, and generates tailored ATS-optimized resumes and cover letters.

FastAPI LangChain PostgreSQL Playwright

🕵️ Deepfake Detection System Catching what the eye can't

Real-time image & video deepfake classification with a preprocessing pipeline, web inference, and a Chrome extension for browser-level detection.

PyTorch EfficientNet OpenCV

Tech Stack

GitHub Stats

🏆 1st Place — Technecia Hackathon · 🥈 2nd Place — IIT Bombay Eduthon

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