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atkinssamuel/README.md

Portfolio

https://atkinssamuel.com

Interests

  • Quantitative Finance
  • Trading Systems
  • Reinforcement Learning
  • Applications of Robotics / Technology in Sport
  • Video and Audio Processing
  • Applications of LLMs

Work Experience

  • US Bank AI Research (Quantitative Researcher), 2024-
  • Lorica Cybersecurity ML Team (Software Engineer), 2022-2024
  • RBC Capital Markets & Model Validation (ML Researcher), 2021-2022
  • BlueSky Solar (Firmware Developer), 2020
  • Hyperview DCIM (Software Engineer), 2018-2019
  • Millson Custom Solutions (Researcher / Hardware QA), 2017

Education

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

Research

If you're looking for a business partner or research collaborator, reach out to me at s.m.atkins73@gmail.com or connect with me on LinkedIn: /in/atkinssamuel.


atkinssamuel



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  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 2

  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

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