Experience
- Architected Model Context Protocol (MCP) tool schemas and execution runtimes for enterprise coding agents.
- Engineered an async Fastify and Python ingestion engine with worker pools to extract AST structure from repositories.
- Migrated codebase retrieval from vector search to Neo4j to preserve structural relationships across large repositories.
- Implemented microservice retry policies, state checkpointing, and RBAC across agent backends.
- Trained an NLP failure-prediction model (Python, scikit-learn, TF-IDF) classifying support log files to automate ticket routing.
- Optimized cloud monitoring dashboards in JavaScript for service metrics visualization.
- Developed a C++ utility for high-throughput file management across system components.
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