Zachery Shores-Chmielewski

adkeib@r.postjobfree.com

443-***-****

Cosby, MO 64436

github.com/zachanon

Education

Missouri Western State University, MO - Bachelors in Computer Science

August 2020 - June 2022 (Expected)

Projects

Tensorflow-eager DARTS and Capsule Routing

●Implemented Deep Learning algorithms from public research papers in a novel combination. First public implementation of the DARTS algorithm in Tensorflow.

Keypoints: Tensorflow-eager, keras, Neural Architecture Search (NAS), Convolutional Neural Networks (CNN), Computer Vision (CV)

github.com/zachanon/DARTS-Capsulenet-tensorflow-eager

Javafx GUI Fractal and Automata Rendering

●Utilized javafx library to create a small library to display fractal rendering and the 256 possible one-dimensional automata rulesets.

Keypoints: Java, object-oriented programming, GUI, javafx

github.com/zachanon/FractalGUI

Efficient Pytorch Transformers

●Integrated a collection of algorithms and toolsets for the CPU-efficient deployment of attention-based (Transformer) deep learning systems.

Keypoints: Pytorch, neural net compression distillation and pruning, resource efficient deep learning, edge-devices, model serving

github.com/zachanon/Efficient-Pytorch-Transformers (work in progress, check

for updates)

Primary Skills

●Languages: Python, C++, Java

●Libraries: Tensorflow, Pytorch, Numpy, Scikit-learn, Matplotlib, Anaconda, Jupyter

●Frameworks: Linux/Ubuntu, Docker

●Concepts: Object-oriented programming, Machine learning, Deep learning, Edge computing, Computer vision, Natural language processing

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