- Developed semantic matching models for search, algorithms for contentrelevancy, as well as models for user activity and extracting segmentsfrom user input.- Implemented variational dropout for improved calibration of machinecomprehension in production.- Researched state of the art methods such as transformers, neural turingmachines, and memory networks to produce prototypes for managementappraisal.- Wrote endpoints that provided model output in production, as well ascode for loading and retraining models in production.

Help client companies with data analysis and management

- Manage incoming papers and bibliography for online journal "Theory of Computation"

Porting Stata code to R and consumer behavior analysis

- Assisted in game theory proofs for publication- Found source material, examples

- Conducted research on Judea Pearl’s Causal Calculus framework and applications to Economics- Analyzed current state of research on financial contagion and networks effects

- Reviewed and advised on Microeconomics textbook content- Translated graphs to TiKz(LaTeX package), improved formatting