Capabilities
What I build, and the technology behind it
What I can design and build end to end: each capability backed by shipped products, open-source libraries, or production systems.
Product Engineering
Complete products end to end: execution engines, visual editors, plugin systems, and the architecture that ties them together.
AI Platforms
LLM, RAG, and agent systems designed for production: evaluation, cost, and reliability.
Machine Learning Infrastructure
Training, deployment, monitoring, and AutoML: the domain of my open-source libraries.
Data Engineering
Pipelines, streaming, and data platforms that keep complex systems fed and reliable.
Cloud Architecture
Containerized platforms, CI/CD, and infrastructure as code on Azure.
Python Ecosystem
Libraries published on PyPI and conda-forge, with public documentation and CI.
Technology
The tools I reach for most, and the ones I bring in when a project needs them.
Core stack
Also in the toolbox
Professional Experience
From data analytics to ML engineering and technical leadership.
Senior ML Engineer
EPAM Systems · 2023 to Present
Leading ML engineering initiatives and AI strategy for enterprise clients. Specialized in production ML systems, LLMs, and RAG implementations.
Sr Data Scientist
Globant · 2021 to 2023
Built AutoML models and made them available to non-technical users from a graphical interface.
BI Manager
Rappi · 2019 to 2021
Led a team of analysts and data scientists delivering ETLs, data lakes/warehouses, and ML models.
CRM Analytics Coordinator
Avianca · 2018 to 2019
Tech lead for BI, Data Science and DBA team. Built forecasting models, a data warehouse and Power BI dashboards.
BI Analyst
OneLink · 2016 to 2018
Built interactive dashboards, ETLs and SQL queries to show company KPIs.
Companies I have worked with
EPAM Systems
Globant
Rappi
Avianca
OneLink
Are you building an AI or data platform?
I design and build critical systems end to end: architecture, data, models, and product. If that is the scale you are working at, let us talk.