PORTLAND STATE UNIVERSITY, BACHELOR OF COMPUTER SCIENCE — GRADUATED IN MARCH 2019
- Focus on Machine Learning, Mathematics, and Programming
- Relevant courses include: Advanced Topics in Machine Learning, Applied Linear Algebra, Applied Differential Equations, Calculus 1-4, Applied Group Theory
- Major GPA: 3.79
Highly proficient in Python, Julia, C++, and various machine learning frameworks including TensorFlow, PyTorch, and Flux.
POLICY GRADIENTS, PERSONAL — 2019
LANGUAGES AND FRAMEWORKS USED: PYTHON, JULIA, C++, PYTORCH, TENSORFLOW, FLUX, OPEN AI GYM Implemented the policy gradient reinforcement learning algorithm to solve a wide variety of environments in the Open AI Gym library. The goal of this project was to compare different machine learning libraries across several metrics. To achieve this the project was rebuilt in Python using both PyTorch and TensorFlow, Julia using Flux, and C++ using PyTorch.
SENIOR CAPSTONE, NIKE — 2019
LANGUAGES AND FRAMEWORKS USED: PYTHON, TENSORFLOW, PANDAS, DJANGO Utilized deep convolutional neural networks and transfer learning to train a model on the deep fashion dataset that can recognize the category, color, and attributes of clothing in images. Taught machine learning to several students in my group, helping them to build high performance models both in terms of accuracy and training time. HUMAN PROTEIN ATLAS IMAGE CLASSIFICATION, KAGGLE — 2018 LANGUAGES AND FRAMEWORKS USED: PYTHON, TENSORFLOW, PANDAS, MATPLOTLIB Built and compared several deep convolutional neural network architectures to classify mixed patterns of proteins in microscope images. Wrote significant report with collaborators detailing our findings. MELANOMA CLASSIFIER, PERSONAL — 2018
- Advanced AI: Deep Reinforcement Learning in Python
- Deep Learning: Advanced Computer Vision
- Deep Learning: Advanced NLP and RNNs
- Deep Learning A-Z: Hands-On Artificial Neural Networks References
CTO, WFG NATIONAL TITLE INSURANCE COMPANY — GORKEM KUTERDEM email@example.com
Adam 971-***-**** Kowalski Portland OR firstname.lastname@example.org https://github.com/adam-r-kowalski https://linkedin.com/in/adam-r-kowalski