Roberto Aguirre Guardia
Senior AI Product Manager · Personally owns AI product decisions and ships working solutions · Turns ambiguous problems into concrete GenAI products · Discovery to POC, backlog, delivery and outcomes · Builds with agents and LLMs
Remote · Latin America (Bogotá, Colombia) aguirrerjg@gmail.com +57 317 675 0419 linkedin.com/in/roberto-javier-aguirre-guardia

Summary

Senior product manager who turns ambiguous business problems into concrete AI solutions, from discovery and POC definition to backlog ownership, delivery and outcome validation. I have personally owned product decisions and shipped working GenAI solutions: built Agent Squad and MedicalHubAssist from 0 to 1. Hands on every day with AI, GenAI, LLMs, agents and automation, building with Claude. Client facing through senior stakeholders, up to a bank's presidency. 15+ years across health, banking and the public sector in Latin America. This is product ownership, not a traditional PM or consulting role. Native Spanish and fluent professional English.

Experience

Head of AI Product · North Growth Consulting Oct 2024 · Present
Remote · GenAI products in production · Anthropic partner program
Consulting Manager · NTT DATA Apr 2021 · Oct 2024
Enterprise account (Grupo AVAL) · Financial services
Project Manager · VASS Apr 2018 · Apr 2021
Pensions · Digital channels
Project Manager · GlobalHitss · Tecnocom 2012 · 2018
Health · Financial · Public sector

Skills

AI & GenAI: LLMs, agents and multi agent orchestration, RAG, prompt engineering, automation, builds with Claude Code · from 0 to 1 products, POCs, MVPs, delivery and outcome validation

Product ownership: technical roadmap and backlog ownership, discovery, POC definition, prioritization, product decisions under ambiguity, outcome validation with data · Jira, Azure DevOps, Linear

Client facing & stakeholders: senior stakeholder management up to a bank's presidency, discovery with clients, technical advisory and product demonstrations (presales)

Delivery foundations: Agile/Scrum, CI/CD, cloud (Azure), APIs and integrations (REST, Postman), PostgreSQL/pgvector, Redis

Domain & languages: health, banking and fintech, utilities, public sector, SaaS · Spanish native · fluent professional English (EN/ES)

Education

Systems Engineering · U. de Lima (Top Third) · MBA + Specialization in Business Strategy and Policy, Tecnológico de Monterrey