I enjoy bridging user needs into clear specs and building end-to-end applications using agentic coding and local LLM workflows.
- exan: Intelligent exam scanning & automated evaluation engine using Vision LLM inference and structured outputs.
- KILab: Research & developer lab focused on local LLMs, agentic programming workflows, and autonomous developer tooling.
- Product & Architecture: Spec-Driven Development, Domain Modeling, Microservices & Edge.
- AI & Agentic Workflows: Ollama, LMStudio, Vision LLMs, Model Context Protocol (MCP), GH-Copilot & Pi.
- Core Engineering: Python, TypeScript, C# / .NET, React, Docker, CI/CD, Cloud & Edge Infrastructure.
π Portfolio & CV | πΌ LinkedIn




