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9 followers · 3 following
  • Montréal, Québec, Canada

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Organizations

@ECSE-458-DP13 @ECSE-420-Group-14 @ECSE-444-Group-2 @LoRa-Messenger

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garrettkinman/README.md

What I'm interested in

What I've done previously

  • MSc in electrical engineering
  • BEng in computer engineering
  • Deep learning & computer vision w/ PyTorch, Flux.jl
  • RL-based direct-to-satellite packet scheduling for low-cost, low-power IoRT

What I'm currently working on

  • Embedded ML research engineer
  • TinyML inference engine from scratch in Nim
  • Posit implementation in Nim

Pinned Loading

  1. tinyNN tinyNN Public

    Tiny neural network inference engine for TinyML written in Nim. Portable to custom accelerators.

    Nim 20

  2. tinytensor tinytensor Public

    A lightweight, dependency-free tensor library that uses zero dynamic memory allocation. Intended for microcontrollers.

    Nim

  3. Improved-Plant-Disease-Detector Improved-Plant-Disease-Detector Public

    Revamped and improved version of the Transferrable Plant Disease Detector project. This project includes a port over to Julia and Flux.jl, as well as further model designs/improvements.

    Julia

  4. Self-Learning-Satellite-Pass-Selection Self-Learning-Satellite-Pass-Selection Public

    Simulation of a self-learning satellite pass selection algorithm as part of my master's thesis.

    Julia 1

  5. ratel-lis3dhtr ratel-lis3dhtr Public

    This is an implementation of the LIS3DHTR 3-axis accelerometer for Ratel. This replicates the Arduino library.

    Nim 2 1

  6. LoRa-Messenger/embedded-software LoRa-Messenger/embedded-software Public

    Repository for the embedded software for the LoRa Messenger project.

    C++