sufiyan khan

I’m a Gen AI / AI-ML builder focused on turning retrieval and reasoning into dependable products. Through hands-on work, I’ve shipped AI features that connect to real-world data, users, and operational dashboards.

In my Software Development internship (Civil Supplies Department, Goa), I built a road-aware FPS Redirection System using OpenRouteServiceAPI to support 1,400+ shops and 8 lakh+ households. I also implemented real-time FPS status management, integrated Leaflet.js for mapping and route paths, and delivered an admin dashboard with downloadable audit-ready reports.

On the AI/ML side, I developed a Self-Improving RAG system using FAISS + BM25 Hybrid Retrieval and reciprocal rank fusion with cross-encoder reranking. I integrated multiple LLM providers, added a smart feedback loop (50+ signals), and created performance-gated A/B testing that promotes only validated rerankers to production.

I’m currently building agentic AI with Aura VoiceAgent—deploying voice-first assistants with memory, multilingual support, OCR-enabled document Q&A, and smart tool routing across multiple services. My aim is to grow as an engineer who ships measurable improvements with strong observability, reliability, and iteration speed.