Pratik Singh
Individual
Production codebase knowledge graph engine. Parses 9 languages into Neo4j (12 relationship types) with Qdrant vector search and cross-encoder reranking. Two-phase async indexing pipeline. VS Code e...
AI agent orchestration layer. Intent classifier (rule-based + LLM fallback). Multi-source retrieval planner with token budget allocation. Parallel executor with circuit breakers. 5-factor context r...
Individual
Pratik Singh
