What I Do
Designing and building Cloud Platforms, Data Architecture, and Data & AI Engineering.
As an independent Senior Consultant, I resolve technical debt, untangle fragmented architectures, and transition isolated proofs-of-concept into real production environments. My focus is entirely on technical leadership and hands-on execution.
Engineering for Reliability and Scale
My work sits at the intersection of strategic architecture and hands-on engineering. I believe that data platforms and cloud infrastructure should be treated as foundational products. I focus on building systems that are secure by design, maintainable over the long term, and deeply aligned with business operations. Whether designing a lakehouse or deploying an AI agent, the goal is always the same: deliver robust code and infrastructure that teams can confidently operate.
Here are the core areas where I typically contribute:
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Cloud Infrastructure
Building secure, auditable cloud environments, container systems, CI/CD pipelines, and orchestration workflows.
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Data Engineering
Scalable ETL/ELT pipelines, event-driven architectures, modern data warehousing, and lakehouse migrations.
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Production AI & MLOps
Orchestrating multi-agent systems, RAG workflows, LLM evaluation, and production-grade observability layers.
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Technical Debt
Fixing fragile pipelines, restructuring models, and profiling workloads to reduce massive cloud/query waste.
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Architecture Advisory
Providing direct technical leadership, defining system standards, and leveling up your internal engineering team.
Frequently Asked Questions
What is your typical engagement model?
I work as an independent contractor. I integrate with engineering teams on a project basis, ranging from short-term architecture audits (2-4 weeks) to acting as a part-time or full-time technical lead for several months (3-6+ months).
What time zones do you support?
I operate within a broad window, generally from 05:00 AM to 10:00 PM (Caracas time / UTC-4). This allows me to comfortably overlap with European mornings, the entire North American business day (EST and PST), and all LATAM time zones.
Do you work independently or bring a team?
I work alone. I don't run an agency or outsource work. I integrate directly with your internal engineers to solve hard problems together and share my experience with the team.
Do you only work with Google Cloud Platform (GCP)?
While I have deep expertise building on Google Cloud (GCP), my work isn't tied to a single vendor. I regularly design and deploy architectures across both GCP and AWS. Because I rely heavily on open-source data technologies (dbt, Spark, Airflow, Iceberg) and portable AI frameworks (LangChain, FastAPI), the systems I build are highly portable and avoid heavy vendor lock-in.