Independent work
Ideas made tangible.
Products and research I build outside my day role. Different domains, connected by a focus on evidence, transparency, and useful technology.
Making health data understandable.
A consumer health app I designed, built, and shipped solo. It turns biomarker results into plain-language guidance, with a six-tier evidence system that makes the strength of the underlying research visible.
Explore PLA HealthBetter questions. Defensible answers.
Independent research into Bitcoin forensics: testing the heuristics behind transaction tracing, exposing their assumptions, and making the methodology transparent. Research accepted at EMCIS 2026.
Explore the researchFollow the evidence.
A Bitcoin analytics platform for transaction graph exploration and fund-flow tracing. Built around transparent methodology and making investigative tools more accessible.
Explore TrailBitOne transaction. Competing interpretations.
An open-source tool comparing Poison, Haircut, Pro-rata, and FIFO taint analysis side by side, revealing how the choice of model changes an investigation’s conclusions.
View on GitHubThe economics of traceability.
Research tooling exploring the cost of forensic tracing through analyst effort, graph complexity, and attribution rates.
View on GitHub