What I Build
A decade of engineering focused on data-first research and systems that deliver measurable outcomes.
Intelligent Systems
AI-powered workflows that identify, track, and optimize complex data patterns — turning raw inputs into automated, scalable processes.
Data Integrity Systems
Research-led pipelines that ensure every decision is grounded in high-quality, validated data you can trust at scale.
Experimental Labs
Rapid experiments that turn raw data into actionable insights, giving you a repeatable framework for continuous growth.
The Growth Framework
A data-first methodology for building systems that compound over time.
Identify
Pinpoint the highest-impact opportunities hidden in your data environment.
Track
Establish precision measurement systems that capture every critical signal.
Optimize
Run strategic experiments to refine outcomes using real, validated data.
Iterate
Continuously evolve your systems to sustain performance as you scale.
Figuring It Out: How We're Applying an Experimental Mindset to Building a Business as a Duo
We're a 2-person team building something new. We don't have customers. We don't have answers. What we do have is an experimental mindset. This isn't advice—it's field notes from the messy middle.
Feb 2, 2026 • 10 min readCoaching Confidence with AI: A Personal Journey into Speech and Self Improvement
A personal exploration of using AI to improve communication confidence, combining traditional coaching techniques with modern technology for private, personalized speech improvement.
Sep 4, 2025 • 4 min readWhy I'm Moving My AI Logic Out of n8n (But Keeping It in the Loop)
How I transformed a clunky two-workflow plus Discord bot setup into something cleaner and easier to manage with Google's ADK, while still letting n8n shine where it's best - predictable orchestration.
Aug 19, 2025 • 4 min read