Since 2018, I’ve worked across startups, commerce, and education. I help teams build reliable software and make clearer technical decisions. My focus is fraud platforms, distributed systems, and embedding AI into business workflows.
Roadmap Planning & Problem Solving
Technical Hiring Support
Part-time Specialized Execution
Strategic Leadership & Scaling
These are the problems I focus on. The right engagement might be a focused review, hands-on engineering, or ongoing technical direction—it starts with what your team needs to change.
Your fraud checks need to keep up with the business.
Design or evolve the platform behind risk decisions: rules, signals, review workflows, and integrations. Start with how decisions are made and where the current system gets in the way.
Your systems work individually, but struggle together.
Work through service boundaries, event flows, failure handling, and observability. Find where complexity is accumulating and decide what to simplify, strengthen, or change next.
You see a useful role for AI, but need more than a demo.
Embed AI into an existing business process, with the integrations, evaluation, and human review it needs. Start with a real task and a way to judge whether the result is useful.
You don’t need a finished brief. A clear problem is a good place to start.
Share your system, the business problem, and what you want to change.
We talk through constraints, priorities, and where I can be useful.
I propose the scope, deliverables, and fee before work begins.
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