Public course repository · GPL-3.0
Advanced Topics in Analytics
A broad applied curriculum connecting MLOps and model monitoring with deep learning, NLP, transformers, recommendation systems, and Graph ML.
Open repository ↗Teaching
Technical leadership also means making difficult ideas teachable.
As an adjunct professor, I design project-based graduate coursework across modern AI and classical stochastic methods, from CNNs and transformers to graph networks, time series, and Monte Carlo simulation.
5+graduate cohorts since 2023
~20students per cohort
2graduate course tracks
Public course repository · MIT
Stochastic AI Techniques
A focused six-week sequence covering dimensionality reduction, prediction, classification, stochastic processes, and forecasting through reproducible notebooks.
Follow-up instructor · Graduate course
Open repository ↗StochasticAITechniquesClassCourse proposal · In development · MIT
Advanced Generative AI
Proposed for Pontificia Universidad Javeriana: a project-based course on RAG, AI agents, MCP, evaluation, and LLMOps.
Course proposal · In development
Open repository ↗AdvancedGenAI