Mamat Shamshiev MamatShamshiev

Hi there 👋 Here's a few of my projects you can take a look at:

Project	Description
2nd Place Solution of AI Journey Contest 2021: AITrain track	Developed a computer vision system for Semantic Rail Scene Understanding based on Panoptic FPN and YOLOv5.
Top 3% solution for Kaggle APTOS 2019 Blindness Detection	Trained a convolutional neural network using PyTorch to speed up disease detection.
Neural Differential Equations	My review (in Russian), tutorial and experiments on a paper «Neural Ordinary Differential Equations», which received the Best Paper award at NeurIPS 2018.
Comparative study of intrinsic motivations (Exploration in RL)	The final project of Advanced Topics in Reinforcement Learning course by YSDA & DeepPavlov. Implemented and conducted experiments with Random Network Distillation, Forward/Backward dynamics models and Intrinsic curiosity module.