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ayush1298/README.md

👋 Hi, I'm Ayush Munot

Typing SVG

Dual Degree (Mech. Engg. + CS Minor + AI Micro-Specialization) · IIT Kharagpur
Interests: LLM Reasoning · Agentic AI · Vision-Language Models · AI Safety

GoogleScholar

🏅 Core Contributor to MTEB

🔬 Research Interests

  • Vision–Language Models — reasoning, grounding, and multimodal alignment
  • Agentic AI & LLM Reasoning — planning, tool-use, and evaluation of agentic systems
  • AI Safety & Robustness — multilingual safety, failure modes, and interpretability
  • Explainable AI — attribution methods, CAM-based analysis of deep models

🛠️ Tech Stack

Languages

ML / DL

Frameworks & Tools

Cloud & Data

🚀 Featured Projects

Project Description
📓 book-notes-mcp Multimodal PWA — turns raw text, audio & image notes into a semantic knowledge base via pgvector + MCP
⚡ AI-Simulator Multi-agent platform generating physics simulations from natural language using 15+ LLMs
📝 ML-Interview-Based-Blogs ML concept deep-dives written in interview-prep format — fundamentals to advanced topics
🎯 HiringSight AI-powered hiring intelligence platform for smart candidate evaluation

📊 GitHub Activity

GitHub Stats Top Languages GitHub Streak

Open to research collaborations · LLMs · Agentic AI · VLMs · AI Safety

Pinned Loading

  1. book-notes-mcp book-notes-mcp Public

    Python

  2. AI-Simulator AI-Simulator Public

    Python

  3. Regime-Aware-Portfolio-Optimization-using-Deep-Co-investment-Networks Regime-Aware-Portfolio-Optimization-using-Deep-Co-investment-Networks Public

    Python

  4. embeddings-benchmark/mteb embeddings-benchmark/mteb Public

    MTEB: Massive Text Embedding Benchmark

    Python 3.2k 599

  5. ML-Interview-Based-Blogs ML-Interview-Based-Blogs Public

    https://ayush1298.github.io/ML-Interview-Based-Blogs/

    HTML

  6. HiringSight-AI-Powered-Hiring-Intelligence-Platform HiringSight-AI-Powered-Hiring-Intelligence-Platform Public

    JavaScript