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sayeedajmal/README.md

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πŸ‘‹ Hi, I’m Sayeed Ahmed

Senior AI Engineer | GenAI & Agentic Systems | Enterprise RAG & LLMOps

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πŸš€ About Me

  • πŸ€– Senior AI Engineer architecting and deploying production-grade AI systems across FinTech and Healthcare domains.
  • 🧠 Specializing in Agentic AI, Multi-Agent Orchestration, and Enterprise RAG Architecture.
  • 🏦 Built high-throughput AI pipelines using LangGraph, MCP Tool Calling, vLLM, and FastAPI.
  • πŸ” Designed secure, zero-trust AI gateways integrating LLMs with complex healthcare APIs (FHIR) and banking workflows.
  • βš™οΈ Deep expertise in LLMOps, AI infrastructure, semantic search, and inference optimization (achieving sub-200ms latency).
  • πŸ’¬ Ask me about building Agentic AI, LangGraph orchestration, hybrid vector search (Pinecone/pgvector), and deploying LLMs to production.

πŸ› οΈ Tech Stack

🧠 AI Engineering & LLMOps

  • Agentic Systems: LangGraph, Multi-Agent Orchestration, MCP Tool Calling
  • Generative AI: LangChain, Prompt Engineering, LoRA Fine-tuning
  • Enterprise RAG: Hybrid Search, Semantic Retrieval, Pinecone, pgvector
  • Inference & Ops: vLLM, Inference Optimization, Ragas (Evaluation), AI Observability
  • Core ML: NLP, OCR, Information Extraction

πŸ’» Key Production Areas

  • Bilingual Finance Agents: Hybrid RAG + MCP systems with 95%+ retrieval precision.
  • AI Compliance Co-Pilots: Multi-agent intelligence automating clause extraction and gap detection.
  • Clinical LLM Gateways: Zero-trust architecture with HIPAA-aligned security for on-prem enterprise AI.
  • High-Throughput Infrastructure: Asyncio, FastAPI, Redis semantic caching, and resilient queuing.

πŸ“Š GitHub Stats

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