MB. Portfolio

Speaking & publications·2024 — 2025

Complex work, made clear enough to share.

I speak and write about machine learning, open-source workflows, AI systems and the engineering required to move from analysis to a useful product.

Miguel speaking about machine-learning models at WUSS
WUSS 2025 · Section chair & co-presenter

Two practical roadmaps for AI and data science workflows

Co-presented “Charting Your AI Journey” and “Building Better Data Science Workflows” and served as section chair for Masterpiece Theater and hands-on workshops.

RVAtech Data and AI Summit poster for a Git, GitHub and DVC presentation
RVAtech Data + AI Summit · March 2025

Building Better Data Science Workflows

A practical session on Git, GitHub and Data Version Control for reproducible, collaborative development, co-presented with Ryan Paul Lafler.

Cover graphic for the PROC PYTHON and SAS Viya conference paper
MWSUG 2024 · Co-author

Enhancing SAS Viya Workflows with Python

A technical paper and presentation showing how PROC PYTHON connects SAS Viya with Python’s open-source libraries for data preparation, modeling and visualization.

Miguel presenting the flight-delay prediction project at WUSS 2024
WUSS 2024 · Student scholar & presenter

Flight Delay and Cancellation Analysis

Presented a seven-model comparison over a large aviation and weather dataset, including the practical impact of class imbalance on model evaluation.

The RVAtech slide deck is intentionally not mirrored here because its copyright notice restricts redistribution. The event and talk remain documented through the official page.