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Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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kseto06/README.md

Kaden Seto

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I'm Kaden, a 2nd year Engineering Science, Machine Intelligence student at University of Toronto passionate about machine learning and AI, with a focus in reinforcement learning.

Currently, I'm working at Kinaxis on the Risk Intelligence team as an AI Software Engineer, where I'm developing GenAI and software solutions for real-time detection and mitigation of external disruptions across supply chain management workflows. I'm also a Founding ML Engineer for a Stealth Startup, where I work on policy and behaviour optimization of AI agents in custom multi-agent RL environments.

Previously, I interned at BMO as a Software Developer, developing automation scripts that support and optimized efficiency of AWS service deployments for their AWS data warehousing initiative.

In second year, I served as VP Academics in University of Toronto's Machine Intelligence Student Team (UTMIST), North America's largest undergraduate machine learning team, where I led the organization of UTMIST's academic workshops, events, and programs for over 3500+ members.

In first year, I was a Reinforcement Learning Team Lead in UTMIST, where I led the development of UTMIST's first-ever tournament, Canada's largest RL tournament (400+ participants), and subsequently produced a technical paper which was submitted to CUCAI. I also led the Application Review Committee of GenAI Genesis 2025, Canada's largest AI hackathon.

In high school, I served as the Lead Programmer for my high school's Robotics Team and as a Backend Developer for my high school's App Development Team.

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  1. UTMIST/UTMIST-AI2 UTMIST/UTMIST-AI2 Public

    Official code repository of UTMIST's AI^2 Tournament

    Python 5 96

  2. NeuroStrike NeuroStrike Public

    Reinforcement learning framework for training martial arts AI agents using self-play PPO in Unity 3D simulations.

    C#

  3. Continuum Continuum Public

    Continuum: A Dimension-Agnostic Neural ODE Deep Reinforcement Learning Framework for Physics-Based Environments

    Python 1

  4. QuantNet QuantNet Public

    Hybrid LSTM-MLP neural network and investment quantitative analysis feature engineering framework built from scratch in C++ with 0 external dependencies

    C++ 1

  5. Aegis Aegis Public

    Cyclist detection system integrating YOLO11n detection with transfer learning, Arduino, and Swift-SRGAN for high-quality real-time inference and right-hooking mitigation in Toronto.

    Python

  6. OtakuNet OtakuNet Public

    Anime app that uses content-based filtering trained on a neural network framework made from scratch to recommend different animes based on what genres the user likes.

    Jupyter Notebook 1