Web. Apps.Design. andAI with a humanhand.
I build useful apps for small teams and growing businesses clean websites, practical web apps, smart AI integrations, and custom tools that remove friction from everyday work. No mystery process. Just thoughtful design..
Five lanes.One very deliberate desk.
Web development
Fast, accessible sites that rank and convert.
From marketing sites to complex dashboards, I ship production-grade front ends and APIs with clear information architecture, performance budgets, and SEO baked in from day one.
Open the fileApp development
Cross-platform clients with maintainable architecture.
Mobile and desktop experiences built for real-world constraints: flaky networks, background tasks, and stores that care about stability and privacy.
Open the file →Design
Systems, not one-off mockups.
Product and brand design that respects engineering reality: tokens, components, and states that translate cleanly into shipped software.
Open the file →AI automation
Remove repetitive work with guardrails.
Workflow automation that pairs language models and traditional software: approvals, logging, and human-in-the-loop steps where risk requires it.
Open the file →AI integration
Models inside your product, not bolted on the side.
Embeddings, retrieval, tool calling, and evaluation harnesses integrated into your existing auth, billing, and observability stack.
Open the file →AI in your product,not in your way.
Models are tools. The hand on the lever still matters. I build integrations that respect your tenants, your data, and the people on the other end of the screen — with guardrails, evals, and human-in-the-loop where risk earns it.
- 01Tenant-isolated copilots
- 02Hybrid keyword + vector search
- 03Triage with human-in-the-loop
- 04Eval harnesses you can read
Latest columns,fresh off the press.
seo · ai · analytics
SEO Web in 2026: Impressions Rise, Clicks Vanish—Now What?
Zero-click results and AI Mode are rewriting what “visibility” means for seo web. Here’s how to rethink query strategy, brand proof, and answer-first content.
seo · ai · strategy
AI Overviews SEO broke the click economy—here’s what replaces it
CTR is collapsing on informational queries in 2026, but SEO isn’t “dead.” The playbook shifts to AI citations, branded demand, and proof-rich pages that still earn decisions.
seo · ai · ux
SEO in 2026: how to win when Google answers before the click
Teams are seeing zero‐click SEO hit mid‐funnel revenue. Here’s how to pivot to visibility layers, AEO, and UX signals that still move rankings and leads in 2026.