Experience
The work and skills behind the projects.
The roles, projects, and skills behind the work. All of it aimed at turning AI and automation into systems that hold up in production.
2026-Present
AI Engineer & Automation Specialist
Independent / Freelance
I build and ship AI systems for founders and small teams: assistants, automations, and the web products that go around them.
- Built assistants that operate real tools like mail, calendar, and docs, with guardrails so nothing runs off unchecked.
- Shipped automations that take hours of manual work off a team every week.
- Delivered polished Next.js frontends that are fast and accessible in production, not just in a demo.
TypeScriptNext.jsLLM tool usen8nNode.jsVector DBs
Early 2026
Automation & Full-Stack Projects
Personal R&D
A run of self-directed projects where I worked out the patterns the production systems now use: tool-using agents, retrieval, and integrations that hold up.
- Landed on the schema-first tool-calling pattern I reused in every agent afterwards.
- Built a semantic search foundation so the AI answers from real sources.
- Wrote scrapers and browser automation that recover instead of falling over.
PythonTypeScriptPuppeteerEmbeddingsREST APIs
Capabilities
The toolkit.
I work across the whole stack of an AI product, from the reasoning underneath to the interface on top.
AI & Agents
- LLM tool use
- Agent orchestration
- RAG / retrieval
- Prompt & eval design
- Structured generation
Automation
- n8n
- Workflow design
- API integration
- Scheduling & queues
- Pipelines that recover
Frontend
- Next.js
- React
- TypeScript
- Tailwind CSS
- Framer Motion
- GSAP
Platform
- Node.js
- PostgreSQL
- Vector DBs
- Docker
- Vercel
- Redis
Open to work
Have a workflow worth automating?
Tell me what you're building. If there's an agent, a retrieval system, or a full-stack app in it, I'll give you an honest read on whether I can help.