At NetFire, LLC, I designed and deployed a RAG application using DSPy, re-ranking, and Milvus/pgvector. I also developed data pipelines with Prefect to automate web scraping, data cleaning, and structuring.
As a Visiting Researcher at Karlsruhe Institute of Technology (KIT), I developed and integrated real-time computer vision solutions and automated decision-making algorithms on the ARI robotic platform for pedestrian crossing safety, using RGB and RGB-D camera streams.
At PricewaterhouseCoopers Advisory s.r.o. (PwC), I worked on a document-processing pipeline combining scan cleaning, Tesseract OCR, text cleaning, and NLP. I also developed web dashboards using Angular, React, and D3.js to visualize NLP model outputs. My academic work includes a PhD focused on sensory data fusion for connected and automated vehicles.
