Zach Vincent

Machine Learning and Software Engineer

Relevant coursework: Intro AI, Neural Networks, Machine Learning, Computer Vision

Self-study certificates: Pandas, Intermediate Machine Learning, Feature Engineering, Computer Vision with OpenCV

Software projects

Predicting insurance responses on Kaggle (0.81311 AUROC score) Controlling simulated quadcopters using PPO and actor/critic neural networks Balancing a pendulum with reinforcement learning and neural networks Using computer vision to control a plane Building a 3D maze game with custom render engine in C
PyTorch Numpy Gymnasium Deep Q Learning
C LX11
OpenCV
PyTorch Numpy Gymnasium Proximal Policy Optimization
XGBoost sklearn Pandas klib Optuna Numpy Random forest regressor