I build production CRM platforms, ERP systems, and marketing / corporate websites end-to-end — from API design and database modeling through to the customer-facing UI. The same engineering rigor has to translate across very different business workflows, from healthcare to construction to e-commerce clients.
On the AI side, I integrate LLM-powered features directly into product surfaces — Pydantic AI for typed agent behavior, RAG pipelines over client data, and direct Anthropic / OpenAI API calls where a full agent framework would be overkill. I also work agentically in my day-to-day: Claude Code, OpenAI Codex, and GitHub Copilot are everyday tools, used with deliberate judgment about where the model accelerates real progress and where it just adds noise.
I care about software craft — clean architecture, clear separation of concerns, and codebases that stay maintainable as teams and products grow. Alongside the engineering team at Hybrid Interactive, I work on the shared foundations we reuse across projects: the Engineering Standards hub, our production FastAPI backend template, and the Next.js frontend template that powers our customer-facing surfaces.
| Area | Focus |
|---|---|
| Full-Stack Product Delivery | CRM platforms · ERP systems · Marketing & corporate sites |
| Backend Engineering | FastAPI · Async SQLAlchemy · PostgreSQL · Celery · JWT + RBAC |
| Frontend Delivery | Next.js · React · TypeScript · Tailwind · Responsive product UI |
| AI Feature Integration | Pydantic AI · RAG pipelines · LLM APIs in real product workflows |
| Agentic Engineering | Claude Code · OpenAI Codex · GitHub Copilot · used with engineering judgment |
| System Design | Modular monoliths · Clean architecture · Scalable, maintainable APIs |
Foundations I worked on with the team at Hybrid Interactive — reused as the starting point for our client engagements:
- Engineering Standards @ Hybrid Interactive — Contributed to the company's engineering documentation hub: architecture patterns, tech stack decisions, frontend / backend standards, project structure guides, and AI-assisted coding workflows.
- FastAPI Backend Template — Production-ready FastAPI service template with async SQLAlchemy, JWT + RBAC, Celery workers, and Docker. Reused as the base for multiple ERP and CRM backends.
- Next.js Frontend Template — Opinionated Next.js + TypeScript + Tailwind starter, structured for the customer-facing surfaces of our products.
Building reliable software — clean to maintain, practical to ship.
Open to collaboration on backend, frontend, and AI-product work.


