Reasoning and orchestration
AI & Automation
- OpenAI
- Gemini
- LangGraph
- RAG
- n8n
- Python
Used for agent workflows, retrieval, classification, extraction, and connected business processes.
Stack
Tools matter when they reduce delivery risk, connect cleanly, and remain understandable after launch.

Reasoning and orchestration
Used for agent workflows, retrieval, classification, extraction, and connected business processes.
Interfaces and services
Chosen around content, interaction, and deployment needs rather than framework novelty.
Cross-platform delivery
For mobile products that need one product surface with access to native performance when required.
Structured operating knowledge
Keeps business data editable, queryable, and available to both product and automation layers.
Production path
A small operational stack for repeatable deployment, observability, and maintainable handoff.
What is being tested
Exploring reliable evaluation loops and lower-cost ways to run useful AI features.
Every additional service adds another failure mode. I add layers when they earn their place through capability, reliability, or speed of delivery.
Your next project
Tell me what you want to automate, build, or improve.