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iamtanishqjain/README.md
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🧠 About Me

class TanishqJain:
    def __init__(self):
        self.role     = "AI Engineer & Backend Developer"
        self.school   = "B.Tech CSE (AI & ML) @ JECRC Jaipur β€” CGPA 8.11"
        self.builds   = ["ML systems", "REST APIs", "data pipelines", "full-stack apps"]
        self.stack    = ["Python", "FastAPI", "PyTorch", "Docker", "Next.js", "TypeScript"]
        self.approach = "Own it end to end β€” model, service, container, deploy"

    def currently(self):
        return "Shipping production AI systems and contributing to OSS"

I'm an AI engineer who lives on the backend. Most of my work is the unglamorous half of ML: designing the APIs, pipelines, auth and containers that turn a model into something people can actually call.

Applied ML is where I started β€” speech scoring, retrieval-augmented generation, local LLM inference β€” but the through-line is systems that ship, scale and stay up, not notebooks.


πŸ› οΈ Tech Stack

Languages Languages
Backend & APIs Backend and APIs
AI & ML AI and ML
Frontend Frontend
Infra & Tools Infra and Tools

Whisper ASR RAG LLM Inference Ollama Hugging Face JWT


πŸš€ Featured Projects

πŸŽ™οΈ AutoEIT

AI-powered speech transcription & scoring

End-to-end pipeline that transcribes and scores Spanish Elicited Imitation Test recordings.

  • Dynamic Programming alignment hitting 30/30 sentence matching
  • Rule-based + fuzzy-matching scoring rubric, 7/7 validation tests passed
  • Python Β· Whisper Large Β· NLP

β†’ Repo

🧩 Mini Onyx

Full-stack AI platform with RAG

Open-source, fully offline AI platform with a custom vector store and local LLM inference.

  • Custom cosine-similarity vector store for lightweight retrieval
  • Local Llama 3 via Ollama, containerized with Docker Compose
  • FastAPI Β· Next.js Β· TypeScript Β· Ollama

β†’ Repo

βš–οΈ Legal Compliance AI

Contract risk-screening system

Flags LOW / MEDIUM / HIGH labour-law compliance risk in employment contracts.

  • Semantic matching with sentence-transformer (MiniLM) + risk-scoring engine
  • 65% exact-match (13/20) with zero false negatives
  • FastAPI Β· JWT Β· React/Vite Β· Docker

β†’ Repo

🌐 Open Source

Real fixes in real codebases

  • Rocket.Chat β€” fixed Apps.QuickReplies UI state bug, PR #84 merged
  • Rocket.Chat β€” fixed Accept-Ranges header regression breaking audio seek (in review)
  • gammapy β€” fixed SVD convergence error in RegionGeom (in review)

πŸ† Highlights

  • 🎯 Qualified for the Amazon ML Summer School 2026 selection test, shortlisted in the top 30,000 of 130,000+ applicants
  • ⭐ 5-Star Problem Solving badge on HackerRank
  • πŸ”¬ Collaborated with the CERN Human-AI Team on speech transcription and scoring for second-language acquisition research
  • πŸ›‘οΈ Built an explainable anomaly-detection system for Aadhaar demographic analysis at the UIDAI Hackathon

πŸ“Š GitHub Stats

commits, PRs, issues and repositories contributed to contribution streak

top languages by repository top languages by commit what time of day I actually commit


🐍 Contribution Snake

the snake eating my contribution graph


Moving from rule-based to ML-based. From "in progress" to shipped.

Pinned Loading

  1. AutoEIT AutoEIT Public

    GSoC 2026 β€” Automated EIT Transcription and Scoring System

    Jupyter Notebook

  2. CircuitVerse CircuitVerse Public

    Forked from CircuitVerse/CircuitVerse

    CircuitVerse Primary Code Base

    JavaScript

  3. legal-compliance-ai legal-compliance-ai Public

    Python

  4. mini-onyx mini-onyx Public

    Python