Projects

Focused on finetuning, RAG, agent reliability, and MCP integration.

RAG-powered Interviewer System

Built a structured interview system with RAG for role-specific retrieval, follow-up reasoning, and explainable feedback.

PyTorchLangChainFAISSFastAPIPostgreSQL

Trusted Agent VSCode Extension

Built a trusted agent extension with least-privilege tools and auditable execution for developer workflows.

VSCode APINode.jsOpenAI APIOpenTelemetry

Cryptography LLM Finetuning

Built domain corpora and instruction sets for cryptography, delivering finetuning and evaluation baselines.

PyTorchLoRADeepspeedTransformers

AI MCP Gateway

Built an MCP gateway for multi-agent tool orchestration, permission isolation, and audit logging.

MCPFastAPIRedisPostgreSQLK8s