Professional Profile
Forward Deployed AI Consultant with 15+ years in technology and 4+ years focused on applied AI. Proven ability to partner with C-level executives to audit workflows, identify high-impact AI opportunities, and independently build working Proof of Concepts — from day one. Experienced in translating complex business bottlenecks into practical AI-enabled workflows, agent architectures, and scalable service opportunities. Founder of AI4Managers, a community where I train business leaders on practical AI adoption. High-agency operator — able to gather rapid stakeholder feedback and iterate without waiting for a perfect spec. Equally comfortable in Fortune 500 boardrooms and in a code editor building the prototype.
Professional Experience
DigitalHubAssist LLC
Oct 2024 – Present
AI Lead & Solutions Architect
- Partners directly with business stakeholders to identify AI transformation opportunities and define implementation roadmaps.
- Independently designs and deploys AI POCs and MVPs: conversational assistants (NLP), voice transcription pipelines, and clinical process automation.
- Builds and orchestrates multi-agent systems using Claude (Anthropic) and AWS Bedrock — scoping requirements, building prototypes, and handing off to production teams.
- Bridges executive strategy and engineering execution: defines data flows, functional specs, and acceptance criteria for complex AI workflows.
- Manages risk across data privacy, system reliability, and AI hallucination mitigation in enterprise-grade deployments.
- Codes working POCs in Python and JavaScript for rapid client validation before handing off to engineering squads.
AI4Managers
2024 – Present
Founder & Director
- Designs and delivers AI training programs for managers and executive teams across Latin America.
- Translates cutting-edge AI capabilities (LLMs, agents, RAG) into practical business frameworks for non-technical leaders.
- Positioned as a reference voice for organizational AI adoption in the region.
NTT DATA Colombia
Apr 2021 – Oct 2024
Manager, Digital Transformation
- Led the firm's largest consulting account (Grupo AVAL — top financial conglomerate in Colombia), coordinating cross-functional teams across multiple simultaneous projects.
- Drove enterprise digital transformation initiatives, reporting directly to C-suite and aligning technology roadmaps with business strategy.
- Achieved lowest staff turnover and healthy financial margins across the account lifecycle.
VASS Colombia
Apr 2018 – Apr 2021
Project Manager
- Accelerated digital transformation at Porvenir (Private Pension Fund), integrating new technologies across digital channels and customer journeys.
GlobalHitss
Nov 2015 – Apr 2018
Project Manager
- Led digital transformation projects in healthcare and insurance sectors (COLSANITAS, CARDIF).
Tecnocom Colombia
Aug 2012 – Nov 2015
Digital Transformation Lead
- Directed digitalization projects for Colombia's Judicial Branch using PMP methodology.