Turning manual work into reliable systems.

I build data pipelines, automation systems, and analytical tools that remove repetitive work and make operational data trustworthy.

Automating growth operations at scale

Three production automation systems at BairesDev: an ETL pipeline feeding an internal ERP, an end-to-end survey flow, and AI-assisted outreach identification.

Finding intervention targets in organic waste behaviour

Clustering and classification on survey data about organic waste disposal, identifying a specific subgroup where intervention would have measurable effect.

Julia Mandelbrot: a market regime analysis toolkit

A Python library that classifies financial time series into six market regimes using trend, volatility, fractal, and tail-risk features, with fuzzy classification and Markov transition analysis.

Automating lead research with the Google Maps API

A Python pipeline that replaced manual prospect research, resolving business addresses and enriching them with contact and rating data at scale.