Dariusz P.

Extensively involved in developing applications powered by Large Language Models (LLMs), I harnessed the latest breakthroughs in AI and natural language processing. Key projects included an advanced LLM-powered CV processor, adept at automatically extracting essential information from CVs and outputting it in JSON format for integration into broader workflows. Additionally, I developed two applications for the legal domain: a para-legal bot based on Retrieval Augmented Generation (RAG), tailored for the nuances of Polish legislature, and a document-editing bot designed to modify Word documents according to user inputs, specifically for updating legal documents to suit new cases. These projects not only demonstrated my expertise in applying state-of-the-art AI technologies but also underscored my commitment to creating user-centric, practical solutions.

Led the development of a semi-automatic evaluation system for Ring devices, focusing on their AI-driven features. My role involved orchestrating the integration of cutting-edge deep learning models and advanced statistical techniques to revamp the testing process. I played both the role of the project manager as well as the science lead. This initiative, which I spearheaded from conceptualization to full-scale production in under a year, successfully automated a significant portion of the evaluation workflow. As a result, we achieved an 80% reduction in resource utilization and a 40% decrease in evaluation time, setting a new standard in efficiency. This project exemplified my commitment to technical innovation and operational efficiency. It highlighted my ability to lead complex projects and collaborate across diverse teams, resulting in significant improvements in both time and resource management.