Gleb Kilichenko Email & Phone Number

Munich, BY, DE

Munich, Bavaria, Germany

Using PyTorch, tuned an LSTM-based classification model for a large car manufacturer.Written Python web crawlers to build a search index for an open-sourced projectWorked on an open-source geospatial information systemDeveloped a news storage and retrieval system for a public sector project

Munich, Bavaria, Germany

Completed a master thesis on “Multimodal Ego-lane Trajectory Prediction for Self-driving Vehicles using a Single Monocular Camera”. Developed a PyTorch deep learning project to test hypotheses and efficiently run and log experiments.Improved baseline model performance up to 43% by addressing limitations through effective data splitting and specialised.

Munich, Bavaria, Germany

Taught practical classes on the topics of statistical hypothesis testing, decision trees, association rule mining, neural networks, linear and logistic regression.

München, Bayern, Deutschland

Сollaborated with a team of PhD students and developed a deep RL Python software package for the approximate computation of Bayesian Nash Equilibrium strategies in auction games using evolutionary strategies for gradient estimation.Redesigned the existing architecture and developed a Bayesian Optimization module for model hyperparameter tuning, ensuring.

Master'S Degree, Informatics, 2.0

Bachelor'S Degree, Computer Software Engineering, 1.7