Portfolio

What I've built.

Data and AI projects from the last ten years, in banking, fintech, healthcare, mining and more. Open any of them to see how it was put together.

Featured

Open source 2026

AI washing or credible disclosure?

Finance · Research & NLP

How S&P 500 companies talk about AI in their SEC filings, across 1.5 million paragraphs.

Python · Polars · DuckDB · LLMs

Proprietary 2024 – 2026

Data and ML platform for an optical distributor

Optical retail · Data engineering & ML

With Owl Tech Labs · founding partner

Billing and catalogs from several suppliers in one data model, used to recommend in-house products.

Dagster · dbt · Python · LLMs

Proprietary 2025 – 2026

MLOps platform for solar generation forecasting

Solar energy · Orchestration & MLOps platform

With Owl Tech Labs · founding partner

Per-inverter production forecasts on an S3 lakehouse and Kubernetes, with 31% lower error than the physics baseline.

Dagster · MLflow · AWS EKS · Terraform

Archive

Proprietary 2026

AI workflow platform for an agency

Marketing · Full-stack AI platform

With Owl Tech Labs · founding partner

Open source 2026

Data science runtime for cloud GPUs

Data infrastructure · DevOps / MLOps

Proprietary 2026

SmartField: geospatial platform for AGS Soluciones

Drones & industrial inspection · Architecture and platform from scratch

Open source 2026

Sales opportunity prioritization

Sales · Predictive modeling

Proprietary 2022 – 2023

NBA Lighthouse: Next Best Action at MACH

Fintech · Model framework for growth

Paper 2021 – 2022

Color and emotion in pandemic art

Art and culture · research · Computer vision paper

Proprietary 2020 – 2022

Aprendo y Arriendo: online counseling for rental vouchers

Public policy · housing · Design consulting & growth

Proprietary 2021

Lead intelligence for graduate programs at UAI

Executive education · Lead data and recommendation

Proprietary 2021

Real-time card fraud review at Tenpo

Fintech · cards · Streaming & fraud detection

Proprietary 2020

Recession or growth: company cycles during the pandemic at Bci

Banking · corporate risk · Time series & risk

Proprietary 2018 – 2019

DataX: tax data for a Big Four firm

Tax and compliance · Data product & scraping

With ML Soluciones Informáticas · founding partner

Proprietary 2018

Merchant categorization at Bci

Banking · Master data and classification

Proprietary 2018

Experience Lighthouse: text mining for customer success at Bci

Banking · customer experience · Text mining & classification

Proprietary 2018

Chatbot platform for a healthcare provider

Healthcare · Chatbot architecture & MLOps

With ML Soluciones Informáticas · founding partner

Proprietary 2017

Hybrid CRM offer engine at Bci

Banking · Decision engine design

Proprietary 2016

Bci's first recommender system

Banking · Recommender systems

Proprietary 2016

From SPSS Modeler to Python: propensity models at Bci

Banking · insurance and cards · Predictive modeling & migration

Proprietary 2014

Cloud zone TCO: VMware versus OpenStack

IT services · cloud · Thesis: costing and infrastructure

Proprietary 2013 – 2014

Monitoring a vCloud Director cloud with ELK

IT services · cloud · Infrastructure observability

Open source 2012

Gesture recognition with Kinect

Human-computer interaction · Sequence machine learning