About

Mario Martinez is a skilled Machine Learning Engineer with 6.86 years of relevant experience in the field. He is currently working at Senseye, Inc. as a Machine Learning Engineer, where he is part of the initial machine learning team. He has developed methods for data acquisition, analysis, modeling, results tracking, and model integration. Mario creates scalable machine learning models using classification to detect cognitive load, fatigue, alcohol intoxication, and stress. He communicates across different teams to integrate models into the product. Mario has also transitioned into the research team to work on literature-based feature engineering to improve model performance. He has developed teaching tools to expand the machine learning skill set of others in the company. Before joining Senseye, Inc., Mario worked as an AP Calculus Instructor at Idea Public Schools. He taught 11th and 12th-grade students AP Calculus and designed and carried out individualized progress plans for each student for the most improvement. He coordinated with other teachers, staff, and parents to execute student learning plans. Mario has also worked as an MIT International Science and Technology Initiative Product Design Instructor at the Massachusetts Institute of Technology. He worked with a team of 6 other MIT Instructors to design and develop a science and engineering curriculum for over 360 students. He taught high school and college students to work in teams to identify and solve problems with the most effective solution and how to turn it into a marketable product. This resulted in over 60 unique new products by their students. Mario holds a Bachelor of Science in Engineering from the Massachusetts Institute of Technology, where he studied Mechanical Engineering, Business Management, and Industry Leadership. He also holds an Associate's degree in General Arts from the University of Texas at Brownsville. Mario's tech stack includes ML, Research Scientist, Integration, and product designer. He is passionate about creating models that can take in eye data and return information about someone's physiological well-being. Mario is a dedicated and motivated individual who is always looking for new opportunities to learn and grow in his field.