Experienced data scientist specializing in machine learning with a focus on the semiconductor industry. With over 3 years of experience, I have developed models to predict the category of devices that could experience critical failures during normal operation, resulting in a patented technology. I am passionate about understanding and explaining the key factors that drive device performance and prediction outcomes. Currently, I am focused on developing explainable AI models to achieve this goal. Additionally, I have worked on smaller-scale projects, utilizing optoelectronic characterization methods to predict figures of merit. My dedication to understanding the intricacies of data and applying it to industry processes has resulted in a proven track record of successful outcomes.