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Safi
founderCEO & Founder @Graphify-Labs
Knowledge Graph Researcher
Public projects
mycetoma-kg-rag
Multi Modal Knowledge Graph Augmented Retrieval for Explainable Mycetoma Diagnosis - MICAD 2025
Python
FirstSight
Meta Ray-Ban first-aid guidance: contactless heart rate (rPPG), facial droop detection, and Gemini voice agent with JRCALC 2022 clinical GraphRAG. 🏆 3rd place UnicornMafia To The Americas 2026.
Kotlincomputer-visionfastapifirst-aid
Knowledge-Graph-Based-Hybrid-RAG-System
Knowledge Graph-RAG system using Neo4j, LangChain, LangGraph, Claude-3.5-Sonnet. Hybrid retrieval: SBERT embeddings + graph traversal + BM25. 61K papers, 190K authors from Scopus. 50% NDCG improvement, 57% bias reduction. Includes notebooks, evaluation scripts, benchmark queries. Python/Jupyter.
Python
Likely stack
ClaudeLangChainLangGraphFastAPI
