I build Agent infrastructure, full-stack AI products, and scientific intelligence systems.

• 🤖 Exploring reliable, long-running Agent workflows
• 🧩 Building MCP tools and developer infrastructure
• 🧪 Connecting AI with scientific computing
• 🚀 Turning prototypes into usable products

Make Agent work persistent, verifiable, recoverable, and useful.

A persistent and verifiable software-development workflow for coding agents.

Agent Harness · SDLC · Multi-Agent · Verification · CLI

• Repository-native requirements, ADRs, tasks, evidence, and progress
• 9-stage workflow, multi-agent coordination, and evidence-based completion
• 231 automated tests

One gateway for HTTP APIs, remote MCP servers, and custom tool packages.

MCP · FastAPI · React · Security · Observability

• Unified MCP gateway and governance platform
• Control plane, gateway, sandbox, permissions, and audit design
• Currently building the foundation and data infrastructure

Scientific discovery platform for thermal-management materials.

Scientific Agent · Hybrid Retrieval · Three.js · HPC

• 100K+ crystal structures and 40+ material properties
• Maker–Verifier–Checker architecture for reliable Agent workflows
• Knowledge graph + vector + keyword retrieval
• Interactive 3D crystal visualization

My full-stack knowledge, content, and project platform.

Next.js · React · TypeScript · PostgreSQL · Prisma

• Blog, reading, travel, projects, and CMS
• Automated testing and AI-code verification
• Full production deployment from frontend to infrastructure

🤖 Agent & AI

MCP · Agent Harness · RAG · LangChain · LoRA · Tool Use

🖥️ Full Stack

🗄️ Data & Infra

• 🧠 gump-transformers — Transformer implementations
• 📚 CS336 Basics — Language-model foundations
• 🏗️ Local AI Infra — Local AI infrastructure
• 🔤 BPE in C & Python — Tokenizer implementation

🌱 Currently Building

Reliable infrastructure for the next generation of AI Agents.