Ahmed Magdy Baioumy

Software EngineerPart Time

Software EngineerFull Time

• Job Details:Vision and Perception Stack / o Implemented a 3D object Tracking algorithm inspired by the SORT 2D Tracking algorithm. o Developed 3D point cloud objects detection method, with clustering and filtering algorithms. o Designed an algorithm to detect any anomaly objects, by integrating optical flow, background subtracting, and yolo detection algorithms. o Developed a perspective transformation model to map detected objects to their locations in a bird's eye view map. o Built various systems based on the detection and tracking process to extract business analysis from the view, such as serving time, number of clients, client satisfaction, table states, and crowding analysis. Robot Interactivity / o Developed an interactive robot system that can be used as a customer service or receptionist. o Integrating Speech-To-Text model, LLM model, Text-To-Speech model, and achieving real time response. o Implemented a keyword transformer model, to wake up the system.

Computer Vision EngineerFreelance / Project

• Job Details:Built a plant analysis system using an instance segmentation model to detect and segment plant leaves, and integrated it with plant disease detection and classification. Designed a mathematical model to count plant leaves, detect new and fallen leaves, estimate the plant's growth rate, and analyze its health.