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Ashir-Ali-Shah/README.md

Ashir Ali Shah

Full-Stack AI Engineer | Open Source Contributor | Freelancer

Typing SVG


๐ŸŽฏ The Mission

I specialize in building Scalable AI Systems. My focus is moving beyond basic RAG into self-correcting, multi-agent workflows that solve complex business logic. I bridge the gap between academic research (Quantum ML) and scalable software architecture.

  • Focus: Scalable Agentic Workflows & Production MLOps.
  • Track Record: 45+ Global projects | Former Microsoft MLSA Alpha.
  • Academic: Co-authored research on Hybrid Quantum-Classical ML (Under review).

๐ŸŒ Open Source Impact

Active contributor to the foundational frameworks of the Agentic Era.

  • LlamaIndex (PR #21063): Optimized retrieval logic and resolved critical documentation inconsistencies to improve RAG pipeline reliability.
  • LangChain (PR #36225): Standardized core development guidelines (CLAUDE.md/AGENTS.md), ensuring technical accuracy for the global contributor community.

๐Ÿ› ๏ธ Technical Arsenal

AI & Core GenAI & Agents Backend & Infrastructure
Python PyTorch LangGraph Agentic RAG FastAPI Redis
TF Sklearn LlamaIndex LangChain PostgreSQL Weaviate
Quantum ML Computer Vision Function Calling Multi-Agent Docker

Ashir's GitHub Stats

๐Ÿš€ Featured Production Projects

Project Innovation Tech Stack
NASA NEO Analytics ReAct Agent for automated asteroid threat assessment. XGBoost LangGraph Weaviate
Urban Air Sentinel Hybrid Regression + LLaMA 3 RAG for city-wide smog forecasting. LLaMA 3 Sklearn Streamlit
USGS Seismic Intel Time-series forecasting with FAISS semantic retrieval. PyTorch LSTM FAISS Python

Let's Connect

  • Ask Me About: Agentic Workflows and scaling AI systems.
  • Currently Working At: JadeedX.
  • Reach Me: LinkedIn | Email

Contributions

GitHub Snake Animation


โ€œThe function of good software is to make the complex appear to be simple.โ€ โ€” Grady Booch


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