rami Sheikh

I’m an AI Systems & Backend Engineer focused on building retrieval-augmented and agentic systems that reliably turn messy inputs into accurate, usable outputs. I built a Graph-RAG engine that parses Python repositories into AST-derived knowledge graphs with Tree-sitter, enabling multi-hop reasoning across functions, classes, and dependencies.

I also developed autonomous multi-agent orchestration with a DAG-based execution engine for end-to-end ML pipeline generation, plus a RAG document intelligence system for querying PDFs with FAISS and locally hosted LLMs via Ollama. From there, I ship production-minded backends and pipelines using FastAPI, PostgreSQL/Redis, and Docker Compose, and I’ve proven results through strong benchmarks (4.62/5 on SWE-QA) and an ~80% mean IoU computer vision segmentation pipeline.