Pavlo Mospan

- Working on an automatic speech recognition system - Full-stack application development for collection, processing and transcription of audio data - Maintaining large datasets of an audio and text data - ASR model training - Creating and implementing summarization, text-generation and text-correction pipelines - Classification and extraction of user specific values out of report

- Development and elaboration of an Object/Person Detection and Tracking ShowCases - Web crawler construction - Data extraction, parsing - Feature Engineering - Working with large datasets

- Detecting multiple objects on the video - Testing and improving the model - Built asynchronous Pub / Sub pipeline for object detection project

Aufbau eines Auto-ML-Systems basierend auf Reinforcement Learning und Bayesian Optimierung zur Erkennung der erforderlichen Hyperparameter für das Training eines Roboters Unterstützung beim Robotertraining im Unity mit ML Agents Multiagenten Reinforcement Learning System im Projekt Smarte Batteriesteuerung für die Produktion

Analyse von Texten mit Naive Bayes Classifier Verwenden von NLP-Methoden für die Textverarbeitung Data Cleaning und Feature Engineering