• Developing a risk analytics and pricing model service enabling valuation, simulation, and XVA
• Engineered a scalable risk and pricing model execution system (>1M tasks) in Python and C++, supporting front-office Monte Carlo simulation, with AWS and Ignite integration
• Identified optimization and automated pre & post-trade workflows for exotic option trades by developing an Excel macro, cutting processing time by 90% per trade and scaling to 80% of desk activity

Leading the finance team for Canada's biggest hackathon with 1000+ hackers with >$500,000 operating budget

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• Drove the development of a novel, Transformer-based video lip-reading model, achieving a 15% increase in accuracy
• Developed an NLP model using sequence-to-sequence modeling for audio reconstruction from visual data
• Implemented a distributed PyTorch training infrastructure on a multi-node cluster, accelerating model training by 30% with dynamic batching, data parallelism, and gradient accumulation

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• Architected and deployed a mobile, multi-sensor, vision-based data acquisition and analysis system for aircraft manufacturing monitoring for real-time 3D environment mapping and monitoring
• Developed and implemented SLAM algorithms, semantic segmentation models, and object classification networks
• Published two papers on my research at the Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME)

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• Optimized a production-level CNN and GAN pipeline for high-fidelity lip-syncing in video
• Engineered a cloud-based, asynchronous task queue system, reducing training time by 45% and faster iteration cycles

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• Designed 3D printed surgical instruments and reduced manufacturing costs by 90%
• Led a cross-functional team of graduate students, conducted root cause analysis and refined prototypes

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Led a 50-member research team developing a fully autonomous Indy race car in the world's fastest driverless competition

Previous Role: Perception Software Developer (Jan 2023 - Jan 2024)
• Collaborating with undergraduate and graduate students to integrate data from 6 cameras, 3 Lidar, and 3 radar sensors

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Professional fireworks for the largest fireworks shows in Canada

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Automated data analytics using Excel and VBA

Provided technical support, including ticket queue management, PC configuration, and headed hardware repairs

Head referee for small-sided soccer games for children aged 6-11

• Keeping children safe while enforcing the rules of the game
• Communicating with coaches and players
• Ensuring all participants enjoy the game

• Ensured camper safety during meals and activities
• Created strong bonds with campers
• Planed, instructed, and oversaw activities