Thoughts on AI product management, quantitative finance, and building at scale.
The WASP Framework: From Challenge to AI MVP in One Week
A hypothesis-driven methodology for building AI products at enterprise speed. Three phases: Challenge Scoping, Problem Space, Solution Space.
May 2026Scaling QA with AI: From 2% to 100% Coverage
How a telecom operator transformed QA operations with AI calibration at scale, achieving 82% accuracy while analyzing every customer interaction.
December 2024Building an FX Arbitrage Engine: How I Automated a Trading Desk
Multi-threaded Python system that exploited FX pricing inefficiencies at Argentina's largest broker. Led to promotion to Head of BI.
201921 Scrapers, 20% Market Share: Building a Competitive Intelligence Engine
How I built 21 real-time scrapers (including mobile app emulators) to monitor every competitor in the Argentine FX market.
2017From 5 Hours to Zero: Automating a Trading Desk's Post-Market Operations
Python-based automation that eliminated 5+ hours of daily manual work for a 5-person team. The evolution from VBA to full ETL pipelines.
2016Building AI Before ChatGPT: Custom ML at a UNICEF-Backed Fintech
Neural networks, genetic algorithms, and Bayesian optimization built from scratch with a team of 5 PhDs. Before the LLM revolution.
2020400% Returns: How Bayesian Optimization Tuned Our Trading Strategies
Gaussian Process-based hyperparameter optimization for algorithmic trading. Featured in Cronista and CriptoNoticias.
2020Zero Integration Bugs: How I Built an API Contract Platform for My Teams
Auto-generated test cases from API schemas. Frontend and backend agree on contracts from day zero.
2025Reducing Data Requests to Zero: Building a Self-Serve Analytics Bot
Discord bot that democratized data access across the company. Eliminated 100% of ad-hoc data requests.
2020Featured on TV: Discussing Tech Innovation on Hola Andalucia
Television appearance on 101 TV Malaga's tech segment.
2023On Stage at South Summit: Europe's Leading Startup Conference
Main stage pitch at South Summit, one of Europe's top startup conferences.
2023Pitching at Warsaw Startup Stage
International startup pitch competition in Warsaw, Poland.
2023DES Malaga: Pitching to Investors at the Digital Enterprise Show
Pitched FlexRent at one of Europe's largest digital transformation events.
2023AI AutoQA at the Coach Summit: Presenting to 80+ Enterprise Leaders
Presented AI AutoQA at enterprise summits in Barcelona and Seville.
2025Video Interview: Product Vision and Startup Execution
In-depth interview on product vision, market strategy, and startup execution.
2023Radio Interview: Technology and Entrepreneurship
Radio interview discussing technology, entrepreneurship, and innovation.
2023Dealing with Heteroscedasticity
Technical article on statistical modeling and handling non-constant variance in financial data.
2019