PROJECTS / 04

Selected projects

Practical work across generative AI, agent workflows, and security analysis.

Founder / Technical LeadIn active development

AI Agents · Web3 Security

Smart Agent Detector

Combining semantic AI analysis, deterministic program analysis, and historical attack knowledge to produce evidence-backed smart-contract risk verdicts.

Data Scientist / Memo Agent Algorithm LeadProduction delivery

Legal Tech · Generative AI

Legal Memo Agent Workflow

A legal-memo workflow for lawyers that improves source retrieval and final memo usefulness through retrieval diagnostics, reranking, prompt orchestration, and expert evaluation.

CASE / 02 · Case notes

Legal Memo Agent Workflow

Approach

Used expert-defined target snippets and retrieval-funnel analysis to locate recall and ranking failures
Combined relevance and semantic signals while improving query-keyword generation
Used expert evaluation and prompt orchestration to improve overall quality by about 30 percentage points

LangGraphDSPyRAGLLM evaluationAPI integration

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AI Project EngineerPrototype validated

Code Generation · Fine-tuning

LLM-based XML Code Generator

Turning business requirements into compilable XML through data engineering, model fine-tuning, and multi-layer evaluation for reliable structured generation.

Independent Developer / Product DesignerPrivate build · In active development

Local-first AI Agent · Personal Productivity

Jarvis

A local-first personal work console for Mac, built around tool approval, context management, and pluggable agent capabilities.