Teaching

Teaching Experience I have worked as a TA for the following courses at Columbia.

• COMS4774 Unsupervised Machine Learning (Fa24, Fa25, Nakul Verma)
• MATH4041 Modern Algebra I (Fa24, Robert Friedman)
• CSOR4231 Probability Theory (Su24B, Ioannis Karatzas)
• MATH2500 Analysis and Optimization (Su24B, Jingbo Wan)
• COMS4771 Machine Learning (Sp23, Sp24, Su24A Nakul Verma; Fa23, Daniel Hsu)
• COMS4705 Natural Language Processing (Fa22, Daniel Bauer)

Miscellaneous Presentations

• The Duality of Trace and Determinant [x]
• Coins, Partitions, and Generating Functions [x] [y]
• Statistical Mechanics Helps Us Count Alternating Sign Matrices [x]

Miscellaneous Notes

• Probability Theory I: Measure Theory to LP spaces [x]
• Probability Theory II: Markov Chains, Martingales, Brownian Motion [x]
• k-means, Gradients, and Smart Initialization [x]
• SOA FM Exam Prep: Interest Rate Theory [x]