what i do
The work, in six lines.
Adoption & Integration of Machine Learning
Software Development Process & Architecture
On-Premise Crypto Payments
Fraud & Scam Prevention
Information Security, Governance & Compliance
Digital Growth
ventures
Where I'm building right now.
AlphaBoulder LLC
CTO. Engineering and product, end to end.
ctoRoamingeSIM Lda
Director. Travel eSIM connectivity, built ground-up.
directorGreendex Innovations
CTA. Applied AI and platform work.
advisorresearch
Published work.
An Empirical Evaluation of Spiking-Head Transformer for Tabular Fraud Detection
Centre for Informatics and Systems — CISUC
writing
What I've been writing about.
Pre-Prompt, Post-Prompt, Automate: A Mental Model for Working with AI
The three-stage model I actually use when working with AI tools, drawn from fraud and chargeback work.
read →If LLMs Are Just Predicting the Next Word, How Can They Do Amazing Things?
Predicting the next word sounds boring. Doing it well requires modelling almost everything.
read →