Roberto Aguirre Guardia
AI Native Builder and Operator · Forward Deployed Implementation & Product · Prototyping with Claude Code & Agent Frameworks · Client Problems into Working Solutions · Requirements, Workflows & Agent Behavior · English C1
Bogotá, Colombia · Remote (US overlap) aguirrerjg@gmail.com +57 317 675 0419 linkedin.com/in/roberto-javier-aguirre-guardia

Summary

Hands on, AI native builder and operator who turns client problems into working solutions. I prototype with Claude Code and agent frameworks, understand how agents are built and how data passes between them, and shape agent behavior in real world use. I gather and clarify requirements, translate ambiguous workflows into user stories and briefs, and prototype flows, prompts and lightweight solutions to validate direction fast. I create structure where none exists, decide with incomplete information, and would rather write the playbook than wait for one. I come from solutions consulting and implementation in technical services and SaaS. English C1.

Experience

Head of AI · Building AI Agents & Prototyping with Claude Code · DigitalHubAssist LLC Oct 2024 · Present
Remote · Applied AI / SaaS (Anthropic partner program)
Consulting Manager · Solutions Consulting & Client Implementations · NTT DATA Colombia Apr 2021 · Oct 2024
Bogotá, Colombia · Technical services (GSI) · Financial services
Project Manager / Delivery · Client Digital Implementations · VASS (2018·21) · GlobalHitss (2015·18) · Tecnocom (2012·15) 2012 · 2021
Bogotá, Colombia · Technical services

Education

Systems Engineering · U. de Lima (STEM) · MBA, Tecnológico de Monterrey · Founding Professor of Innovation, U. Sergio Arboleda 1999 · 2004

Core Competencies

AI Native: Prototyping with Claude Code & Agent Frameworks · Vibe Coding How Agents Are Built · Agent Behavior · Data Passed Between Agents Requirements Gathering · Ambiguous Workflows into User Stories & Briefs Prototyping Flows, Prompts & Lightweight Solutions to Validate Fast Solutions Consulting · Client Implementations · Discovery, Solution Design & Handoff Create Structure Where None Exists · Judgment with Incomplete Information High Ownership & Bias to Action · Writes the Playbook · Cross Functional Reads Code (Python · TypeScript) · Jira · Azure DevOps · Systems Engineer · English C1