Founder / Technical Lead
Smart Agent Detector
An explainable AI security platform that turns smart-contract code into evidence-backed risk verdicts.
- Designed the analysis flow from ABI and normalized AST/IR through multi-agent validation
- Connected findings, protocol context, and verdicts through a canonical evidence model
- Coordinated end-to-end delivery across product, backend, frontend, and agent engineering
LangGraphFastAPIReactRAGAST / IRMLflow
Data Scientist
Legal Document Agent Workflow
Agent modules for legal content generation, uploaded-document handling, and quality evaluation.
- Contributed across the full path from requirement discovery to production delivery
- Improved output quality through retrieval-funnel analysis, prompt refinement, and structured evaluation
- Turned evaluation and root-cause analysis into a reusable workflow
LangGraphDSPyRAGLLM evaluationAPI integration
AI Project Engineer
LLM-based XML Code Generator
A production-oriented code-generation tool spanning dataset preparation, fine-tuning, prompt refinement, and evaluation.
- Worked across training-data preparation, fine-tuning experiments, and generation-quality analysis
- Built repeatable evaluation around accuracy and first-line correctness
- Helped move the system from an experiment into an internally adopted tool
QwenLoRASFTPrompt engineeringBLEU