Junior Software Engineer
CurrentWhile working at eSMART 21 as a Junior Software Engineer / Machine Learning Developer, some of the tasks I have undertaken include:• Data/image annotation and creation of custom datasets for training ML models• Training and refining ML models for object detection using PyTorch• Developing Python program with ML integration (PyTorch) for smart parking system• Integration of ML applications with MS SQL• Bug fixing existing software for compatibility with new frameworks and… Show more While working at eSMART 21 as a Junior Software Engineer / Machine Learning Developer, some of the tasks I have undertaken include:• Data/image annotation and creation of custom datasets for training ML models• Training and refining ML models for object detection using PyTorch• Developing Python program with ML integration (PyTorch) for smart parking system• Integration of ML applications with MS SQL• Bug fixing existing software for compatibility with new frameworks and functions• Setup of new systems for deployment in parking lots• Completing code documentationI've had the privilege of spearheading the development of the ML project at eSMART21, enabling both real-time and static object detection for various applications. This has provided me with an opportunity to be a part of the full development cycle, from the design phase, to creating, testing and optimizing the dataset, model and supporting code, all the way through to real world deployment. Show less