Experience

KANERAI

• United States
• Financial Services
• 1 - 100 Employee

• Software Engineer

  • May 2023 - Present



Point72

• United States
• Financial Services
• 700 & Above Employee

• Quantitative Analyst

  • Jan 2022 - May 2023

  Intern Summers 2020, 2021 - Conduct research to improve robustness and explainability of equity factor risk models - Provide ad hoc analysis to identify market trends, evaluate trading performance, and quantify portfolio manager behaviors Intern Summers 2020, 2021 - Conduct research to improve robustness and explainability of equity factor risk models - Provide ad hoc analysis to identify market trends, evaluate trading performance, and quantify portfolio manager behaviors



Devron

• United States
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer

  • Sep 2021 - Dec 2021

  - Core contributor to federated learning framework writing production code for Devron's PyTorch capabilities from model aggregation and training to cloud integration - Core contributor to federated learning framework writing production code for Devron's PyTorch capabilities from model aggregation and training to cloud integration



Columbia University Graduate School of Arts and Sciences

• United States
• Higher Education
• 1 - 100 Employee

• Research Assistant

  • Oct 2020 - Dec 2021

  - Contributed to paper comparing polarity across news outlet publications by implementing and training deep learning model for visual sentiment analysis using saliency and attention estimation - Contributed to paper comparing polarity across news outlet publications by implementing and training deep learning model for visual sentiment analysis using saliency and attention estimation



Princeton University

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Teaching Assistant

  • Dec 2019 - Jun 2020

  - Developed python scripts for simulation, data cleaning and visualization, and machine learning applications in lending decisions - Guided undergraduate students in completing homework exercises and understanding course material - Developed python scripts for simulation, data cleaning and visualization, and machine learning applications in lending decisions - Guided undergraduate students in completing homework exercises and understanding course material



Morgan Stanley

• United States
• Financial Services
• 700 & Above Employee

• Fixed Income Summer Analyst

  • May 2019 - Aug 2019

  - Analyst in rotational program with exposure to interest rates trading, structured financing, and credit derivatives products - Created excel tool for dynamically analyzing loan outcomes for stress testing off-balance sheet lending options - Analyst in rotational program with exposure to interest rates trading, structured financing, and credit derivatives products - Created excel tool for dynamically analyzing loan outcomes for stress testing off-balance sheet lending options



Princeton University

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Research Assistant

  • May 2018 - May 2019

  - Analyze macroeconomic data in the context of feature-engineering alongside research teams at Princeton and the Philadelphia Fed - Develop example scripts for data cleaning, EDA, and ML applications for ORFE undergraduate course on FinTech and data-driven innovation - Analyze macroeconomic data in the context of feature-engineering alongside research teams at Princeton and the Philadelphia Fed - Develop example scripts for data cleaning, EDA, and ML applications for ORFE undergraduate course on FinTech and data-driven innovation