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atkinssamuel/README.md

Interests

  • Agentic AI & LLMs
  • Machine Learning & Reinforcement Learning
  • Quantitative Finance & Trading Systems
  • Applications of Robotics / Technology in Sport
  • Hockey & Over-the-Board Chess

Work Experience

  • US Bank AI CoE (VP of Quantitative Research), 2024–
  • Lorica Cybersecurity (Software Engineer, ML Inference), 2022–2024
  • RBC Capital Markets (AI Scientist → Manager, ML Validation), 2021–2022
  • Blue Sky Solar Racing (Firmware Developer), 2020–2021
  • Hyperview DCIM (Software Developer Co-op), 2018–2019
  • Millson Custom Solutions (R&D Co-op), 2017

Education

  • University of Toronto MASc. Electrical & Computer Engineering, 2022
  • University of Toronto BASc. Engineering Science — Robotics, 2020

Projects

  • Daisy — Multi-agent AI orchestration platform
  • Snapshot — Multi-platform team reporting and collaboration app
  • Polymarket Bot — Algorithmic prediction market trading

Pinned Loading

  1. arxiv-sorter arxiv-sorter Public

    Specify what arXiv subjects you're interested in along with a prompt to filter the raw arXiv RSS results. Then, receive a pretty email every day with ranked paper abstracts and links.

    Python 3

  2. gpt-from-scratch gpt-from-scratch Public

    A raw, from-scratch, implementation of a reasonably large NLP model trained on the mini-Shakespeare dataset.

    Python

  3. depth-from-stereo-images depth-from-stereo-images Public

    Compares various algorithms that extract depth information from stereo images.

    Python

  4. mapping-with-a-particle-filter mapping-with-a-particle-filter Public

    Using a real-world mobile robot, this repository compares the mapping performance of a particle filter with that of odometry-based techniques.

    MATLAB

  5. X-junction-detector X-junction-detector Public

    This project detects cross-junctions on various images that include a checkerboard calibration target.

    Python 4 1

  6. wheel-odometry-based-mapping wheel-odometry-based-mapping Public

    Given real-world odometry data from a mobile robot, this repository attempts to map the robot's surroundings using wheel odometry data.

    MATLAB 3