As an independent freelance consultant on Upwork, I design AI architectures and end-to-end MLOps systems, and develop modules for larger systems and existing applications.
On projects for Teqball Kft., I work as Machine Learning Team Lead on the Sqiller product. I also work as a Machine Learning Engineer on Think Geohazards Inc.'s True Flood risk product.
My computer vision work includes object detection with YOLO and action recognition, as well as time-series analysis using LSTM-based models. I also take on edge computing projects using Raspberry Pi and devices including Jetson Nano, Jetson Orin, and Xavier.
Earlier, I developed smart home and home automation solutions at Robotház Kft., including HVAC control systems using KNX, BTicino MyHome, and Beckhoff PLC devices. I also integrated the Gravity recommender system into client websites at YUSP and developed custom workflow systems at CTDI NetHouse Services.
