Skip to content
View GitTanish's full-sized avatar
💭
Pickle Rick
💭
Pickle Rick
7 followers · 3 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Highlights

  • Pro

Block or report GitTanish

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
GitTanish/README.md
Typing SVG

About

I'm Tanish. I build AI/ML systems and enjoy figuring out where they break.

Lately, I've been working on retrieval, analytics, autonomous systems, and evaluation. Some of my recent projects are Insight, Engine, and Light-RAG.

I enjoy building systems that can detect when something has gone wrong instead of blindly producing an answer.

I won Smart India Hackathon 2025 (1st place nationwide) with SimAstra, a decentralized drone defense simulation developed for Bharat Electronics Limited.

Currently looking for AI/ML, ML engineering, and backend roles.

Portfolio →


Projects

what status
SimAstra autonomous drone defense simulation · BEL · SIH 2025 winner closed source
Insight deterministic data analyst · natural language → analysis → reports live
Engine autonomous multi-drone defense simulation · target allocation · tracking · guidance open source
Light-RAG retrieval and grounding platform · hybrid search · evaluation · citation verification open source
Heimdall AI code review agent · GitHub webhook integration open source

Stack


LangGraph  ·  LangChain  ·  FAISS  ·  ChromaDB  ·  DuckDB  ·  SQLAlchemy  ·  Pydantic


Contribution

contribution snake

LinkedIn   Email  

Pinned Loading

  1. Insight Insight Public

    🤖 AI-powered data analysis agent that transforms CSV files into interactive insights through natural language conversations. Built with Streamlit, LangChain, and Groq API.

    Python 3

  2. Reflexion-System Reflexion-System Public

    Python

  3. engine engine Public

    Decentralized autonomous drone swarm defense simulation using PyBullet, heuristic coordination, and multi-agent interception strategies.

    Python 1

  4. K-STATE K-STATE Public

    Stateful Corrective RAG (CRAG) built with LangGraph. Features hybrid retrieval, an LLM judge, and multi-turn web search fallbacks.

    Python

  5. amMagneto/Light-RAG amMagneto/Light-RAG Public

    Python