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CS, Math @uWaterloo
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Assessing your cultural and operational fit
RL-Stock-Portfolio
October 21, 2024 – April 4, 2025
A reinforcement learning agent model that optimizes a stock portfolio for long-term capital gains.
View Projectrectangle-up-alpha
July 12, 2023 – July 23, 2023
2D fighting game project currently in progress
View ProjectGDT
June 1, 2022 – October 24, 2022
Using a genetic algorithm to optimize decision trees for data classification (my extended essay codebase).
View ProjectTI84-Wordle
February 19, 2022 – June 13, 2023
Wordle for the TI84 Plus CE graphing calculator.
View ProjectCompetitive-Programming
March 21, 2021 – February 10, 2024
Competitive programming solutions from various platforms.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal, technical challenges and competitive programming, indicating a strong drive for individual problem-solving and learning. While this demonstrates initiative, there is no information regarding team-based projects or collaborative environments, which are crucial for cultural fit in many organizations. The projects align with a technical role, but the breadth of project types is limited to personal coding challenges and academic-style projects. The target role is 'Data Scientist', and while some projects touch upon ML/AI, the overall portfolio is very broad in programming languages and less specialized in core data science methodologies beyond basic ML applications.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's profile primarily showcases technical project work without details on collaboration, communication, or work attitude.