Senior Analyst | AI Systems Builder
Experience across product, finance, and data analytics in complex environments.
Focused on applying data and AI to solve practical business problems and improve outcomes.
Strong interest in building useful systems and helping people, with a personal passion
for animal health.
8+ years experience
Business + Finance foundation
Self-taught software engineering
ML/AI systems since 2020
Cross-functional product + finance
Regulated industry execution
About
My background combines finance, regulatory operations, and product execution. I translate
data and technical requirements into action for leadership, operators, and customers.
I focus on systems that increase leverage, improve speed, and remain maintainable as they scale.
Domain Labs Case Study
As an early Bitcoin and Ethereum adopter since 2015, I experienced a recurring trust issue:
it was difficult to know exactly who a transaction was being sent to. Domainlabs.app (2021-2023)
was built to solve that identity layer and function as a GoDaddy-like experience for Web3.
Early Bitcoin + Ethereum adopter (since 2015)
Scaled to 1,300 MAU across 10+ countries
Clio AI for cross-chain domain discovery
Design + UX Goals
- Reduced cognitive load with simple navigation and clear CTAs.
- Improved activation speed by guiding users to first domain actions quickly.
- Built progressive disclosure so advanced users could go deeper without clutter.
Growth + Retention Outcomes
- Scaled to 1,300 MAU across 10+ countries.
- Improved return usage with Clio, an AI domain discovery tool across blockchain networks.
- Combined product analytics with iteration to increase engagement and adoption.
Design Gallery
Reference screens from the Domain Labs frontend repository.