
MScAC at the University of Toronto, studying Reinforcement Learning and Machine Learning for Robotics.
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Assessing your cultural and operational fit
University of Toronto
Data Scientist
June 29, 2026 – Present
scale_racing_simulator
April 4, 2025 – Present
A simulator for the scale racing team's autonomous car.
View ProjectSDNLoadBalancingRL
March 24, 2025 – April 14, 2025
The reinforcement learning side of the SDN load balancing project
View ProjectCSC2530-Final-Project
March 7, 2025 – April 21, 2025
CSC2530-Final-Project — GitHub repository
View ProjectSDNLoadBalancing
February 22, 2025 – April 14, 2025
A final project for UofT Computer Networks for Machine Learning graduate course
View Project3DMenuVisualization
October 23, 2024 – December 6, 2024
Geometric Deep Learning Final Project adapting recent methods for food visualization via novel view synthesis
View ProjectComputerVisionLab2
September 11, 2024 – September 11, 2024
Adaptive instance normalization for mixed style and content images.
View ProjectComputerVisionLab3
September 11, 2024 – September 11, 2024
Improving image classification results using architecture modifications
View ProjectComputerVisionLab5
September 11, 2024 – September 11, 2024
Localizing pet noses using neural networks
View ProjectCultural Fit Analysis
The candidate's projects indicate a strong academic and research-oriented background, which could align well with organizations that value continuous learning and innovation. The diversity of projects, from hardware description languages (Verilog) to advanced AI topics, suggests a broad technical curiosity. However, the lack of professional experience beyond a current 'Data Scientist' role at a university (with no start date provided) makes it difficult to fully assess cultural fit in a corporate environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.