Product leader, engineer, and founder with over 15 years across enterprise AI, fintech, and startups. I have led up to 24 engineers, driven multi-million dollar savings with AI in production, designed custom AI/ML alongside a team of 5 PhDs, founded and sold products, and built work recognized by UNICEF and featured at South Summit and on TV. I lead from strategy through production, and still write code.
Builder.
Product Leader.
AI at scale.
Summary
Career
Senior AI/ML Product Manager
Leading a flagship multi-modal AI suite for a global CX leader (170K+ employees), driving multi-million dollar annual savings and a 50% efficiency gain. 4 squads, 24 engineers. Architected to scale to 9M+ daily interactions and 20K+ users. Read more
CPTO & Co-founder (part-time)
Co-founded a B2B SaaS for digital asset management. Rebuilt product from scratch. Closed 7 agencies including Credo and BBK Foundation. Team of 3. Read more
Founder (Micro-SaaS, sold to Factorial)
Built ERP integrations for Factorial's Italian market. Automated time tracking data ingestion. Solo founder, built and sold. Read more
Tech Product Manager
Increased engineering output 137%. Led 13 engineers across 3 teams. Integrated with multiple EU ERP systems. Aligned roadmap with C-level objectives. Read more
Founder & Product Lead
Room exchange platform for digital nomads. 620 community members, 32 paying customers. Pitched at South Summit, Warsaw, DES Malaga. Featured on TV. Angel investment secured. Team of up to 9. Read more
Engineering Manager
AI-powered wealth management. $2M portfolio, 400%+ annual returns. $650K in microloans to 330 people. Team of 5 PhDs. Funded by UNICEF and Ethereum Foundation. AI Innovation Award. Featured in Cronista and CriptoNoticias.
Quant Trader → Head of Business Intelligence
Built FX arbitrage engine capturing ~20% market share. 21 scrapers monitoring every competitor. Cut churn 32% via ML segmentation. Onboarding 72h → 24h. Led team of 4. Automated 5h/day of manual work.
Banking Foundations
Client relations specialist managing high-end investment products. Business Performance Management team. Built RPA automation tools. Foundation for data, technology, and product leadership.
Key Achievements
AI Innovation Award
Recognized for integrating AI/ML into blockchain wealth management. See full story
UNICEF Digital Public Good
Led a team of 5 PhDs to build an open-source crypto wallet for financial inclusion. $650K in microloans to 330 people. See recognition
Micro-SaaS Acquired by Factorial
Built ERP integrations for the Italian market. Solo founder, built and sold. Read the story
400%+ Annual Returns
Algorithmic trading on a $2M portfolio using custom ML and Bayesian optimization. Featured in Cronista
20% Market Capture via Automation
Built 21 real-time scrapers monitoring every competitor in the Argentine FX market. See repository
Featured on TV and International Stages
Television interview on 101 TV, pitches at South Summit, Warsaw, and DES Malaga. Watch
Enterprise AI at Scale
Leading an AI product driving multi-million dollar savings and a 50% efficiency gain for a global CX leader with 170K+ employees. Architected to scale to 9M+ daily interactions and 20K+ users. Read more
137% Engineering Velocity Increase
Redesigned delivery processes at Hastee, leading 13 engineers across 3 teams. Read more
Startup from Zero to Angel Investment
Founded FlexRent, built a community of 620 members, pitched at South Summit and international stages, secured angel funding. Read more
Education
Dual MSc in Quantitative Finance
Solvay Brussels School of Economics & Management (Belgium)
Universidad de San Andres (Argentina)
BSc in Economics
Universidad de Buenos Aires (Argentina)
Executive Education
Harvard Business School, Management & Leadership Program
CFA Level I
CFA Institute