Software engineer · Porto, Portugal
I build web apps and turn prototypes into real products.
From a new website to an app that's outgrown its first version, I help you build, improve, and ship—with maintainable code, automated testing, and reliable deployments.

Swytch
NowCharging schedules for electric van fleets, so every van is ready for its shift without going over the depot's power limit.
A seven-day plan · illustration
--:--
Konetik
Acquired 2023Models that told companies which of their vehicles could go electric. Quartix PLC bought the company in 2023 and I stayed on to hand the work over.
BJJ Graph
LiveAn interactive map of Brazilian Jiu-Jitsu positions and the moves between them. The source code is public.
Not Investment Advice
LiveA parody investing blog written entirely by a language model, built in a couple of days as an experiment.
Selected writing
- Based AphorismsOct 2026 · 5-part series
- 12x Developer: Using the 1% Compound Rule to Grow 1100%Dec 2025 · 14 min
- Are you still diversifying using the Markowitz model? Welcome to the 21st century.Jul 2020 · 7 min
- How to Export your Jupyter Notebook to Medium in 3 easy stepsJul 2020 · 1 min
Software engineer and machine learning researcher, based in Porto.
I started out writing trading algorithms for clients, then did machine learning research at INESC TEC, mostly on time series. For the last few years I've worked on electric fleets, first at Konetik and now at Swytch.
Have a website, a web app, or a prototype in mind?
Send a link, a repo, or a few lines about what you need. I reply within two working days.
Explore services and pricingOn the bench
Paused- HowRisky.aiRetirement risk estimates using Monte Carlo simulation.
- FutureGiftAn ETF position as a gift, held for a child until they turn 18.
Papers
INESC TEC- Benchmark of Encoders of Nominal Features for RegressionWorldCIST 2021 · peer-reviewed
- Estimating the Likelihood of Financial Behaviours Using Nearest NeighborsComputational Economics 2023 · peer-reviewed
- Hierarchical Qualitative ClusteringarXiv 2020 · preprint
- A Review on Oracle Issues in Machine LearningarXiv 2021 · preprint