Software Architecture
Designing production systems from ML platforms to full-stack applications.
My Approach
I design systems that are built to evolve. Whether it is a full-stack SaaS product, an ML platform, or an optimization engine, I focus on making the architecture simple enough to ship fast and robust enough to scale when it needs to.
What This Looks Like in Practice
Full-Stack Product Architecture
At Grownomic, I owned the entire system architecture: frontend (Next.js, React), backend (Python, Node.js), infrastructure (AWS, Vercel, Supabase), and AI integrations (LangChain, OpenAI, Google Ads API). Built and shipped multiple products from zero to production.
ML Platform Design
At Axon, I architected the responsible innovation platform and automated evaluation pipelines that every AI use case passed through. The platform had to support computer vision, LLMs, and ASR workloads across distributed teams.
Optimization Engine Architecture
At Lean Systems, I contributed to the architecture and implementation of the core optimization engine, and built Python/JS interactive web applications for clients to visualize fleet operations data.
Where I've Done This
Grownomic AI
Nov 2024 - Dec 2025
Owned system architecture and end-to-end engineering across the full stack, from product design to production infrastructure.
Axon
Jul 2022 - Sep 2024
Architected the responsible innovation platform and automated evaluation pipelines.
Lean Systems
Apr 2017 - Sep 2018
Contributed to the architecture and implementation of the core optimization engine.