Senior Data Scientist & Systems Architect
Building shipped
data products at scale.
I lead end-to-end Machine Learning, GenAI Agentic Workflows, and Spatial Analytics at Choice Hotels, backed by a PhD in Transportation Systems and Operations Research.
Network flow node simulation (Hover to interact)
Core Competencies
Machine Learning
XGBoost / Bayes
Predictive models, customer lifetime value optimization, time-series forecasting, discrete-choice models, and Monte Carlo simulation.
Agentic GenAI
Claude / Bedrock
Designing multi-stage agentic LLM pipelines, prompt engineering workflows, semantic search, and automated feature generation.
Data Engineering
Spark / AWS
Scalable ETL pipelines, data warehousing (Redshift, Glue, Lambda), SQL optimization, and large-scale entity resolution.