What I can help you build.
From the first product decision to the systems that keep it running, with the perspective of a founder who operates an AI product in production.
Tell me about your project ↗Product strategy & experienceTurn an idea or business need into a product people can use.+
Product discovery, roadmaps, UX/UI, interaction flows, onboarding, and technical specifications with clear acceptance criteria.
AI systems & automationPut AI to work inside your product and day-to-day operations.+
Contextual assistants, retrieval and RAG, semantic search, multi-agent systems, MCP integrations, and workflow automation. Model and provider choices informed by quality and cost.
Software & architectureBuild the application and the systems that support it.+
Frontend and backend engineering, APIs, service boundaries, data modeling, and system design. Hands-on delivery with React, TypeScript, Python, Node.js, and SQL.
Infrastructure & efficiencyKeep production observable, reliable, and cost-aware.+
Serverless and cloud architecture, Cloudflare Workers, PostgreSQL, Linux, and Nginx. Production operations, performance, telemetry, infrastructure costs, and vendor evaluation.
Quality & engineering workflowsMake changes easier to verify and safer to release.+
Automated testing with Playwright and Vitest, evidence-based debugging, code review, release validation, authentication, and access control. Coding-agent environments with deterministic checks and human review.
Technical leadershipConnect product intent with an engineering team that can deliver.+
Technical planning, work allocation, architecture decisions, stakeholder alignment, and engineering standards. Workshops and mentoring on AI-assisted development, harness engineering, and agent orchestration.