What I Build
Capabilities
Grouped by the problem each one solves, not the tools it uses.
AI Systems
You have data, tickets, documents, conversations, and no reliable way to turn it into a decision someone can act on.
- RAG pipelines over your own data
- Agentic workflows (Crew AI, custom orchestration)
- Model fine-tuning & evaluation
- LLM integration into existing products
Full-Stack Products
The demo works on your laptop. It needs to work for real users, on a schedule, without you in the room.
- Next.js / React frontends
- Python & Node backends
- Database design (SQL & NoSQL)
- Deployment, monitoring, and handoff
Automation
A person is manually doing something a script should be doing, and it's costing hours every week.
- Cron-driven data pipelines
- Cross-platform agent workflows
- Third-party API orchestration
- Internal tools & dashboards
Process
01
Discover
Scope the actual constraint, budget, deadline, data, before proposing a solution.
02
Design
Architecture decisions on paper, so the build doesn't stall on a decision that should've been made first.
03
Prototype
A working version fast enough to test the idea against reality, not the spec.
04
Ship
Deployed, monitored, and handed off, not a zip file.
05
Iterate
Real usage surfaces the next real problem. Fix that one.