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  • IIITDM JABALPUR
  • nashik ,maharashtra

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ayushk687/README.md

Hi πŸ‘‹, I'm Ayush

Building AI Systems β€’ Learning in Public β€’ Open Source Explorer


🧠 About Me

πŸŽ“ 2nd Year Mechanical Engineering @ IIIT Jabalpur
πŸ’‘ Exploring Machine Learning, RAG Systems & Backend Engineering
πŸš€ Focused on building real, working systems (not just tutorials)

  • πŸ” Currently learning: Go, LangChain, System Design
  • βš™οΈ Interested in: AI Systems, Observability, Distributed Systems
  • 🌱 Improving daily through projects + open source

βš™οΈ Tech Stack


πŸš€ Projects

πŸ”Ή RAG-based QA System

  • Built a retrieval-based system for better LLM answers
  • Used embeddings + vector search
  • Focus: accuracy over raw generation

πŸ”Ή AI Content Verification (Prototype)

  • Detects hallucinated or misleading outputs
  • Combines retrieval + validation logic

πŸ”Ή Open Source

  • Actively contributing & learning workflows
  • Debugging real-world codebases

πŸ“ˆ GitHub Stats


πŸ“Š Contribution Graph


🧩 Current Focus

  • πŸ”₯ Improving RAG pipelines (accuracy + efficiency)
  • 🧠 Learning Go + backend systems (Jaeger, observability)
  • πŸ“¦ Contributing to open source regularly
  • 🎯 Preparing for GSoC / LFX Mentorship

πŸ“š Philosophy

β€œDepth > Hype. Consistency > Motivation.”

  • Build β†’ Break β†’ Fix β†’ Learn
  • Systems over shortcuts
  • Learn in public

🎯 2026 Goals

  • πŸš€ Contribute to major open-source orgs
  • 🧠 Build production-level AI systems
  • πŸ† Crack GSoC / LFX
  • βš™οΈ Master backend + system design

🀝 Connect


⭐ Always open to collaboration and learning.

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