Head of AI · GenAI Solution Architecture: Agents, RAG, Guardrails & Evals · DigitalHubAssist LLC
Oct 2024 · Present
Remote · Applied AI / SaaS (Anthropic partner program)
- Architect and build GenAI solutions: I designed Agent Squad, agentic systems in production, making technology decisions across foundation models, retrieval augmented generation, orchestration and guardrails. I build RAG (embeddings, pgvector), apply prompt engineering, and enforce responsible AI (guardrails, human in the loop, evaluations). Under my leadership the company reached Registered Partner status in Anthropic's partner program.
- Contribute to AI platform and prototype design; evaluate cloud and tooling on scalability, performance, security and cost; and read code (Python, TypeScript), building with Claude Code on Azure.
Consulting Manager · Technology Architecture & Business to Tech Translation · NTT DATA Colombia
Apr 2021 · Oct 2024
Bogotá, Colombia · Global systems integrator (GSI) · Financial services (banking)
- Analyzed application, data and technology landscapes and translated business needs into architecture and delivery on the office's largest account: drove technology decisions, reviewed vendor proposals for architectural fit, and explained complex architecture to technical and non technical audiences up to the bank's presidency. Delivered a platform to production on Azure integrating internal and external systems, with budget and P&L.
Project Manager / Solution Delivery · Enterprise Digital Platforms · VASS (2018·21) · GlobalHitss (2015·18) · Tecnocom (2012·15)
2012 · 2021
Bogotá, Colombia · Digital delivery
- Delivered enterprise digital platforms to production: a pension fund's channels (millions of users, LATAMDIGITAL 2019 award), digital commerce and public sector systems, integrating structured data and coordinating cross functional teams. Recognized Liferay expert.