Projects
Roam operates at the intersection of real estate and insurance — specifically, the assumable mortgage market, where a buyer takes on a seller's below-market rate loan. The compliance and coordination requirements are significant: lenders, insurers, title companies, and both sides of the transaction, all moving on the same timeline.
I came in as a technical partner across the early scaling phase. That meant integrations with the financial and insurance infrastructure, architectural decisions that had to hold under growth pressure, and the business understanding to know which shortcuts would cost them later. Startup work: high ambiguity, high stakes, no tolerance for slow.
real estate
insurtech
startup scaling
financial integrations
Built a distributed streaming system for in-game statistics used across television broadcasts and sports analysis platforms worldwide. Millisecond-scale latency requirements. Multiple concurrent camera feeds.
I led the software design, team, planning, and delivery end-to-end.
distributed systems
real-time streaming
sports tech
Stratodata — From Prototype to Production
Stratodata is a data science toolchain company — their product helps e-commerce and retail businesses move from gut-feel operations to genuinely data-driven ones. Good vision, real clients, growing team. And a codebase that had been built to prove the idea, not to run it in production.
I took on the engineering professionalization: proper authentication architecture, CI/CD pipeline, deployment standards, and the kind of code quality baseline that lets a team grow without the wheels coming off. The goal wasn't a rewrite. It was a floor — reliable, testable, deployable.
data engineering
SaaS
auth systems
CI/CD
engineering standards
Redfolder Research — Legal Workflow Infrastructure
Redfolder Research runs a high-volume insurance policy investigation service for personal injury attorneys — hundreds of case steps a day, across dozens of concurrent matters, with timing and accuracy requirements that can make or break a settlement.
I built and extended their core operational software: a system deeply integrated into Jira that manages the full case lifecycle, from order intake through paperwork processing, document storage, and researcher coordination. When the existing tooling couldn't handle the throughput, we didn't replace it — we engineered it to scale.
The result is infrastructure that runs quietly inside a law firm's Atlassian environment, processing the volume of a mid-size operations team without adding headcount.
legal tech
insurance
document processing
workflow automation
Brought in as a consulting engineer during a Series B funding round to help Semgrep move upmarket. Led development of their first public API, self-serve payment integration, RBAC system, and token and access management.
The kind of work that unlocks enterprise contracts — not just feature additions.
cybersecurity
enterprise SaaS
API design
payments
RBAC
People manager and Software Architect in Kiwi.com's booking and financial systems during the company's growth phase — 12,000 automated traveler itineraries daily. I led the FinTech department through the COVID-19 shutdown: restructured the engineering organization, preserved the core product, and came out the other side with the platform intact.
Features I designed: baggage system rebuild, post-booking extras, handling fee monetization. The kind of infrastructure that runs quietly and costs a lot when it doesn't.
FinTech
travel tech
people management
architecture