Working on deep neural networks on embedded systems in self-driving cars.

Created multiple datasets and SOTA models (transformers, deep graph convolutional networks, ...) for the analysis of Croatian news articles in the field of NLP.Wrote a highly optimized web scraper from scratch, designed and optimized a database for real-time handling of large amounts of data, designed a detailed and robust monitoring system. Was an integral part in the entire system's design.

Initiated work on detecting and clustering mathematical word problems by similar solutions using NLP techniques mostly based on transformers.Wrote algorithms in C++ and custom DSL languages for symbolically solving a range of mathematical problems.Used statistical analysis to determine the optimal scheme for manually solving and verifying word problems given real-life resource constraints. Employed Monte Carlo techniques with formal statistical methods and tests.