AI and automation
Built multi-model AI workflows, chat products, voice-signature automation, RAG tools, and agentic systems around real product tasks.

I help founders and product teams turn AI, SaaS, automation, web, and mobile ideas into reliable software, covering product direction, architecture, hands-on engineering, delivery, and scale.


I work as a Fractional CTO, Tech Lead, and Senior Full-Stack Engineer for teams that need senior ownership before they have a full internal engineering structure.
My role is to reduce product and technical risk: clarify the build, define the architecture, write production code, guide the team, and keep the work connected to the business outcome.

I work best where there is real product pressure: an MVP that needs to launch, a SaaS platform that needs structure, an AI workflow that needs to become useful, or an existing system that needs to scale without slowing the business down.
Built multi-model AI workflows, chat products, voice-signature automation, RAG tools, and agentic systems around real product tasks.
Led SaaS architecture and platform work across products serving 10,000 to 20,000+ users, including onboarding, admin systems, payments, and cloud foundations.
Owned planning, architecture, delivery decisions, code quality, and execution rhythm for founders and teams that needed senior direction.


I plan the first launch around what must ship now and what the product will need next, so speed does not create avoidable rework.
LLM features, agents, retrieval, and automation are designed around useful workflows, latency, cost, maintainability, and user experience.
I can define the technical direction, guide a team, review architecture, and still implement the critical parts when delivery needs momentum.
Frontend, backend, cloud, integrations, data, and product details stay connected because the work is handled as one delivery system.
I bring senior product engineering across AI applications, SaaS platforms, automation tools, web and mobile products, cloud architecture, and team leadership.
JavaScript, TypeScript, Python, Node.js, Next.js, NestJS, React, React Native, Django, LangChain, OpenAI API, Vercel AI SDK, Vector databases, AWS, Google Cloud, Azure