Software Engineering and Architecture

Who it's for

Teams at a point where the early build, MVP, or even initial requirements are starting to fight back, and feasibility is top of mind.

The MVP worked, but every new feature is slower than the last. The database is touched from too many places. The vendor stack is getting expensive and expansive. The architecture is hard to explain, which means it is even harder to change.

Or you are about to build something ambitious and want the foundation designed by someone who can think like an architect, ship like an engineer, and maintain the critical systems that keep it all online.

What's included

• Architecture review: systems, data models, service boundaries, security posture, risk, and technical debt.
• Full-stack build leadership: back end, front end, data layer, infrastructure, and delivery patterns.
• Refactoring strategy: untangle what slows the team down without stopping the business.
• Platform decisions: choose tools, vendors, and boundaries that preserve optionality.
• Technical due diligence: understand what a system can support, and where its security and compliance gaps are, before you scale it.
• Security and compliance by design: threat-aware architecture and data handling built for regulated environments, with hands-on experience across CCPA, GDPR, HITRUST, and HIPAA.
• Documentation that survives: record the decisions your team will need long term along with the information critical for your customer-facing teams to be successful.

How we'll work

I start by researching the system as it exists: the code, data model, infrastructure, product constraints, and current team pain points. Then we decide what needs to change, what can stay, and what will become expensive if ignored.

I can architect and build directly, partner with your team, or advise while your engineering team executes the work. The constant is the same: clear boundaries, proper expectations, practical decisions, and a system your team can own long term.

Representative outcomes

Notable recent systems include an AI directory, LMS, and social hub with a FastAPI core, Postgres, Redis, Meilisearch, a third-party auth provider, moderation, and background workers; a CRM platform with 500K+ contacts and expansive multi-provider email infrastructure; and a soon-to-be-released open-core product development ecosystem.

I'm a sucker for an interesting project with the ability to make a helpful impact on others. Whether it's a complex platform or even a WordPress plugin, I'm not one to shy away from a challenge or new technologies.

The throughline is not the technology stack; it is an architecture, built with scalability in mind, that keeps future decisions open.