Ayaan Ehsan M.
Generative AI Architect @Ofinno | Expert in AI-driven Telecommunications (3GPP, IEEE), Healthcare & Intellectual Property (Patents) Solutions | George Mason University alumni (MS in Computer Science) | 2 x AWS Certified
- Role
- Generative Ai Architect at Ofinno
- Location
- Fairfax, VA, US
- LinkedIn followers
- 500 followers
Experience
Generative Ai Architect
Mar 2025 — Present · Reston, VA, US
Engineered a Patent Drafting MCP server integrated with Claude Desktop to assist attorneys in drafting patents, streamlining legal documentation workflows- Spreadheaded a scalable RAG system for over technical documents, boosting search accuracy by 40% through advanced Microsoft file parsing with images, tables, track changes- Implemented Hybrid-retrieval system using Gemini embeddings and BM25, integrated with Qdrant and Supabase- Orchestrated Mistral for OCR, Cohere for reranking, and Gemini for text generation. Crafted token prompts and chunking logic to enhance semantic relevance by 35%, optimizing LLM inference- Enhanced system reliability by leveraging Langfuse for real-time LLM monitoring and conducting RAGAS evaluations, improving answer faithfulness by 22% and overall response quality by 18%, while refining architecture.
Education
Narayana Junior College - India
High school, M.P.C(Manths Physics Chemistry)
2014 — 2016
Osmania University
Bachelor of Engineering - BE, Information Technology
2016 — 2020
George Mason University
Master's degree, Computer Science
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