2026
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Champaign, IL
Hey, I'm Micah
CS + Economics @ UIUC. Interested in machine learning, database systems, and applied statistics.
Welcome
I build data systems and study how models learn. At Clark Associates I designed high-performance stored procedures and managed schema migrations across MSSQL and PostgreSQL. At UIUC I researched graph neural networks. Right now I'm at TradersPost doing quantitative analysis on user behavior and growth funnels.
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2026
Recent Work
What I've been working on
B|AB
Bayesian MethodsPython
Applied Bayesian A/B testing — posterior inference, credible intervals, and decision rules for conversion rate experiments.
Bayesian A/B Testing
Data AnalysisGrowth
Quantitative and qualitative analysis on automation funnels, broker coverage, and user behavior to surface patterns and growth opportunities.
TradersPost — AnalystSQL
PostgreSQLMSSQL
Designed high-performance stored procedures, optimized indexes, and managed schema migrations with Liquibase across MSSQL and PostgreSQL.
Clark Associates — Database EngineeringGNN
ML ResearchGNNs
Research assistant at the Uncertainty Quantification Group, working on graph neural network methods @ UIUC.
Graph Neural Networks Research