Director of AI Transformation · Cloud Architecture · Enterprise AI Automation
Visionary technology leader with 16+ years bridging deep cloud engineering and executive AI strategy — building production‑grade AI systems and enterprise platforms for real business outcomes.
About
Builder mindset. Executive range. Production‑first. Business‑aligned AI strategy.
Hi, I'm Felipe Muñoz — a visionary technology leader with 16+ years bridging deep cloud engineering and executive AI strategy. Among the first Google Cloud Certified Professional Cloud Architects in Latin America, holding six GCP professional certifications, and a hands-on builder of enterprise AI systems using Vertex AI, Claude (Anthropic), Gemini, and multi-agent frameworks. Founder of byCerebro — a production-grade agentic AI platform — and recognized for converting raw AI ideas into deployed enterprise applications at record speed. I operate end-to-end across infrastructure, DevSecOps, full-stack development, UI/UX, AI automation, and C-suite communication, making me the definitive bridge between disruptive AI potential and scalable business reality.
What I believe in
What I build
AI platforms and cloud systems that scale, endure pressure, and ship value fast.
Featured Projects
Production‑grade AI platforms built for real enterprise impact.
Integrated Process Portal — HIL Group
Visit →Enterprise AI intranet conceived, architected, and built end-to-end for HIL Group — restructuring and automating legacy processes across all vice-presidencies: Accounting, Commercial, Technical Support, PMO, and Human Resources. Fully functional, secure, scalable modules shipped at an average pace of 5 business days per module.
- Average of 5 business days from concept to production per module
- COP $1,500M (~USD 370K) in annual savings — and growing
- Cross-area interoperability and centralized organizational data
Built on
- Vue.js · Cloud Run · BigQuery
- Claude (Anthropic) · Vertex AI
- AI agents for intelligent process automation
One of the highest-ROI internal technology initiatives in the HIL Group's history.
byCerebro
Visit →byCerebro is a production-grade agentic AI platform designed for enterprise automation — integrating Google Agent Engine, AWS Bedrock, and Azure Copilot in a unified multi-cloud AI fabric. One of the most competitive enterprise AI platforms in the Latin American market.
- Multi-cloud AI orchestration (Google, AWS, Azure)
- End-to-end enterprise process automation
- Modules from concept to production in ~5 business days
Built on
- Google Cloud Agent Development Kit (ADK) · Vertex AI Agent Engine
- AWS Bedrock · Azure Copilot Studio
- Vue.js · Cloud Run · BigQuery · Claude (Anthropic)
From innovation award–winning prototype to a growing commercial product.
Tech Stack
Cloud, data, AI, and operations — end to end.
- n8n · Make · byCerebro · Prompt Engineering · RAG
- NLP, classification, scoring, and document automation
- Cloud Run · GKE Autopilot · API Gateway · Apigee
- IAM · Organization Policy · Secret Manager · Terraform
- Security Command Center · Cloud KMS · Binary Authorization
- Cloud Audit Logs · Access Transparency
- Bitbucket Pipelines · Supply-chain security · Policy as Code
- Memorystore (Redis) · Cloud Storage · Datastream · Looker
- Agile · OKR · Delivery frameworks
Certifications
Credentials that back execution and production delivery.
Relevant experience
Large‑scale migrations, AI‑led platforms, distributed team leadership & enterprise impact.
- Led enterprise AI platform (servicios.hil.com.co) generating COP $1.5B (~USD 370K) in annual savings
- Modernized HugoApp (1.3M+ users) to GCP with zero-downtime migration in 6 weeks
- Executed migrations of 450+ servers (Alcaldía de Cali), 200+ servers (Farmatodo), 200+ servers (Colfuturo)
- {"Crisis response"=>"recovered Altipal's entire platform from IFX-compromised backups to GCP in 7 days"}
- Led 15+ engineers across Colombia, Brazil, Peru, Ecuador, El Salvador, and Mexico
- Delivered AI architectures for MinTIC, MinDefensa, Banco Agrario, and Davivienda
Beyond engineering
- Google Cloud speaker and certified instructor
- Founder & product builder — byCerebro.com
- Creator of Platzi's official Google Associate Cloud Engineer course
- C-suite technology advisor and pre-sales architect
- Technical mentor and distributed team leader (15+ engineers, 6 countries)
Languages
Fluency for technical work, leadership, and stakeholder communication.
Selected enterprise clients
High‑impact projects across government and enterprise.
Impact
Hands‑on delivery for organizations that can’t afford downtime.
Contact
Let’s build something resilient, AI‑powered, and high‑leverage.
"I operate end-to-end across infrastructure, DevSecOps, full-stack development,
UI/UX, AI automation, and C-suite communication —
making me the definitive bridge between disruptive AI potential and scalable business reality."