Summary

Engineering and delivery leader with 15+ years in tech consulting, now building AI systems in production. I own delivery across multiple concurrent client engagements (timelines, quality, dependencies, risk), manage and grow engineering teams, and set the quality bar. I stay hands on with the hardest AI builds: agentic systems, RAG, multi step pipelines and LLM API integration, on production cloud. Deep on the modern AI stack (prompt and context engineering, evaluation, embeddings, vector search, agent orchestration). I translate ambiguous client requirements into delivery plans and communicate as fluently with clients as with engineers. Systems Engineer with an MBA, based in Colombia. AI first: I use these tools daily and build that into my team.

Experience

Head of AI · Hands On AI Systems, Architecture & Delivery · DigitalHubAssist LLC Oct 2024 · Present

Remote · AI / SaaS (Anthropic partner program)

Build AI systems in production and lead delivery: agentic systems (Agent Squad), RAG, multi step pipelines and LLM API integration (Anthropic, OpenAI, function calling), on a modern cloud stack with CI/CD and observability for evaluation (Langfuse). I drive architecture decisions with an eye on maintainability, cost and client operability. AI first: I use these tools daily to multiply output. Under my leadership the company reached Registered Partner status in Anthropic's partner program.

Consulting Manager · Engineering Team Leadership & Multi Engagement Delivery · NTT DATA Colombia Apr 2021 · Oct 2024

Bogotá, Colombia · Consultancy (GSI) · Client: banking (Grupo AVAL)

Managed and grew a team of up to 30 engineers on the office's largest client account: owned their performance and retention (lowest attrition on the account), set the delivery quality bar, and ran the software factory. Owned end to end delivery across multiple concurrent engagements: timelines, quality, dependencies and risk, catching problems before they became fires and escalating with judgment.
Drove CrediCore to production on Azure, translating an ambiguous client problem into a delivery plan and protecting the team from scope creep while keeping client trust up to the bank's presidency. Recovered the Promigas program from crisis (recognized at the corporate level).

Project Manager / Digital Transformation Lead · Client Software Delivery · VASS (2018·21) · GlobalHitss (2015·18) · Tecnocom (2012·15) 2012 · 2021

Bogotá, Colombia · Pensions · Health · Public Sector

Led client software and digital delivery across sectors: modernized Porvenir's channels (millions of users, LATAMDIGITAL 2019 award) on Azure; delivered digital commerce (Colsanitas); led the digital transformation of Colombia's Judicial Branch under PMBOK/PMI. Recognized expert by Liferay.

Core Competencies

Managing & Growing Engineering Teams · Structured 1:1s · Feedback · Retention Delivery Ownership Across Multiple Client Engagements · Risk & Scope Quality Bar · Delivery & Architecture Standards · Clean Handoffs Modern AI Stack (Prompt/Context Engineering · Evaluation · Embeddings · Vector Search) Agentic Systems · Multi Step Pipelines · LLM API Integration (Anthropic · OpenAI) Hands On AI Builder (Python · TypeScript · APIs · Modern Cloud) Client Facing Architecture Walkthroughs · Ambiguous Requirements to Delivery Plans AI First Working Style · Consulting Adaptability · Systems Engineer · MBA

Summary

Experience

Education

Core Competencies