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.
Speaking & publications
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.
Selected appearances
On stage and in the room.
The strongest entries include what I presented and why it mattered—not just a conference logo. Events are ordered by date.
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.
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.
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.
Technical writing
Methods, systems and evidence.
Full reports stay available for readers who want methodology and limitations, while the project pages provide a faster path through the work.
iHeatApp system architecture, modeling and user-centered evaluation
First-author research associated with Agricultural and Forest Meteorology.
Enhancing Your SAS Viya Workflows with Python
Ryan Paul Lafler and Miguel Ángel Bravo Martínez Del Valle.
Flight Delay and Cancellation Analysis
Aviation and weather data integration, model comparison and interactive delivery.
Weather with Cloudya
Full-stack climate architecture, edge deployment and AI-assisted interpretation.
Speaker · Author
Open source + AI
Invite or collaborate
Good technical communication starts with the real trade-offs.
I am interested in talks and collaborations around production AI, climate data, geospatial products, Python ecosystems and practical MLOps.