SERVICES
What I actually build
Four services, each grounded in something I've already built and shipped — not a menu of buzzwords.

Full-stack web development
Your website, dashboard, customer portal, or internal tool — designed, built, and shipped end to end. This is the foundation everything else sits on: automation and AI features only matter if the platform underneath them is solid.
Good for businesses that need:
- —A new customer-facing web app or portal
- —A rebuild of a slow, outdated, or hard-to-maintain existing site
- —An internal tool that replaces a spreadsheet-and-email workflow
AI integration
Language-model-powered features scoped to one clear job: answering questions from your own data, automating a specific decision, or replacing a repetitive conversation. I've built and shipped exactly this kind of feature — a semantic search / retrieval system — in a live product, and learned first-hand what makes an AI feature actually useful versus what makes it a demo that dies after launch.
Good for businesses that need:
- —A way to search or ask questions across large amounts of internal documents, records, or data
- —A first-line support or FAQ assistant that actually knows your business
- —Automating a decision your team currently makes manually, over and over


Data pipelines & automation
Background systems that collect, clean, and move data without anyone touching them. I built and maintained exactly this for a financial intelligence platform — automated pipelines that tracked 2,000+ companies across multiple exchanges, running 24/7 with zero manual intervention.
Good for businesses that need:
- —Data pulled automatically from websites, APIs, or public sources on a schedule
- —Reports or dashboards that update themselves instead of being rebuilt manually
- —Any recurring task currently done by a person copying data from one place to another
AI readiness call
For businesses that know they should be doing "something" with AI but aren't sure what, or whether it's worth it yet. A focused conversation, not a sales pitch — you walk away with a plain-English answer on what's actually worth building, what isn't, and roughly what it would take.
Good for businesses that need:
- —A second opinion before committing budget to an AI project
- —Help translating a vague "we should use AI" instinct into a concrete, scoped idea
- —An honest answer on whether a problem needs AI at all, or just better software
Not sure which of these fits?
That's what the first call is for. Tell me the problem, not the solution — I'll tell you honestly which of these (if any) actually solves it.