Quantitative Trader

• May 2021 - Present

Quantitative Trader

• Sep 2019 - Jul 2020

- Traded QQQ, NQ, and NDX options in an execution-based role. - Traded ES, NQ, RTY, and YM futures using a high-frequency strategy. Primarily research-based role centered around the development of an algorithmic strategy with minimal trader intervention. - Traded QQQ, NQ, and NDX options in an execution-based role. - Traded ES, NQ, RTY, and YM futures using a high-frequency strategy. Primarily research-based role centered around the development of an algorithmic strategy with minimal trader intervention.

Undergraduate Research Assistant

• Sep 2018 - May 2019

Undergraduate Research Assistant

• Jan 2018 - Oct 2018

Assisted in a retrospective analysis of RBC transfusion efficacy in critically ill patents over 65 which applied propensity score matching and association rule mining to examine the relationship between RBC transfusion, 30-day mortality, and 1-year mortality rates. Assisted in a retrospective analysis of RBC transfusion efficacy in critically ill patents over 65 which applied propensity score matching and association rule mining to examine the relationship between RBC transfusion, 30-day mortality, and 1-year mortality rates.

Software Developer Internship

• May 2018 - Aug 2018

Automated core team operations by creating a CI/CD pipeline with Ansible and Jenkins to deploy market data applications to AWS EC2 instances. - Replaced multiple manual processes with Python scripts to automate deployments with improved speed/accuracy - Reduced the time required to test/deploy the team’s application suite from 18 hours to less than 3 hours Automated core team operations by creating a CI/CD pipeline with Ansible and Jenkins to deploy market data applications to AWS EC2 instances. - Replaced multiple manual processes with Python scripts to automate deployments with improved speed/accuracy - Reduced the time required to test/deploy the team’s application suite from 18 hours to less than 3 hours

CS 3650 - Database Management Systems TA

• Jan 2018 - May 2018

Provided office hours and graded student assessments, assignments, and projects. Provided office hours and graded student assessments, assignments, and projects.

Data Analysis Intern

• Jun 2017 - Sep 2017

Researched and implemented neural network, random forest, and association rule mining strategies to identify cases of dealership fraud for auto companies. - Wrote diagnostic tests to evaluate the performance of in-place models - Met with end clients to determine project requirements and evaluate model performance - Increased accuracy over existing statistical models from 30% to 60% Researched and implemented neural network, random forest, and association rule mining strategies to identify cases of dealership fraud for auto companies. - Wrote diagnostic tests to evaluate the performance of in-place models - Met with end clients to determine project requirements and evaluate model performance - Increased accuracy over existing statistical models from 30% to 60%