Streamlined research efficiency by narrowing down 600+ research papers to 24 for a systematic literature review on SHAP values in sports analytics for The Good, The Bad, The Ugly: Indian Premier League Project.
Enhanced project research by integrating Moneyball (football)insights into cricket analytics for a novel SHAP-based player evaluation framework.
Derived findings from systematic literature review and evaluated existing Machine Learning Models using SHAP values.
Research Assistant Intern
Toronto Metropolitan University
12.2024 - Current
Collaborating with a research team of 5 to continue the same project, and creating a rating system for IPL players using SHAP values focusing on economic metric for comparative player analysis.
Scraping and sharing relevant IPL Data from large databases and websites, saving the mathematical analysis team 100% time.
Coordinating cross-disciplinary efforts with the mathematical analysis part of the team to validate economic metrics andrefine IPL performance assessments.
Education
Bachelor of Science - Computing Science
Simon Fraser University
Burnaby, BC
05-2027
High School Diploma -
American School of Brasilia
Brasilia, Brazil
05-2023
Skills
Python
Data Visualization & Analysis (R & Python)
Quantitative research
Team collaboration
Microsoft office
Scientific writing
Accomplishments
Leadership role in TMU internship (2024 - Current): Drove 100% technical strategy and execution, leading the implementation of SHAP valuesto create a data-driven economic metric for IPL player analysis.
Co-Leader in Chess Club (2021-2023): Pioneereda learning-through-teaching initiative, integratinglower school chess club with high school chess club.
Most Improved Academic Award (2022): Went from a predicted grade of 30/45 to a 43/45 in 1 year in the IB curriculum.
‘Most Improved Player' Award, Football (2022): Recognized for significant skill and performance growth.
Chess Awards (2014 - 2023): Finished 4th place in a rated classical chess tournament in Brasilia, achieving a peak performance FIDE rating of 2000+.
Art Competitions (2017 - 2023): top 3 placements in4 inter-zonal competitions.
Secretary at United Black Student Association, Toronto Metropolitan UniversitySecretary at United Black Student Association, Toronto Metropolitan University