Ben
Python Developer | Semantic Search & RAG Systems
Talent
MissionMember since June 1, 2026
PythonSQLRAGSemantic SearchHybrid RetrievalQuery AnalysisRRFOllamaSQLiteChromaDBGitGitHubObsidianInformation RetrievalIncremental IndexingKnowledge SystemsTechnical DocumentationSystem Design
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PythonSQLRAGSemantic SearchHybrid Retrieval
About
Self-taught Python developer focused on Retrieval-Augmented Generation (RAG), information retrieval, and AI-powered knowledge systems. Currently building Genesis, an open-source semantic intelligence platform featuring hybrid retrieval, vector search, query analysis, and local AI integration. Experienced with Python, SQLite, AI tooling, system design, and technical documentation. Passionate about applying AI to solve real-world workflow and knowledge management problems.
Skills
Python DeveloperSemantic Search & RAG Systems
