Ai Application Engineer
Current- Trained and implemented YOLOv8 models on sport-related analytics to detect players' equipment, segment for team assignation, key points for posture, and post-process for action analysis- Set up and configured Nvidia Orin systems using Nvidia SDK Manager in Linux and set up a virtual environment to avoid errors in project dependencies- Establishing a reliable TCP/IP connection to ensure smooth communication between the production computer and Nvidia Jetson Orin for model inference.- Analyzed model inference times, and identify which models give an improvement in inference time while retaining inference accuracy.