Stephen Drury Email & Phone Number

Rochester, New York, United States

Rochester, New York, United States

• Worked with Professor Ajay Anand, and Dr. Thomas Marini and a team of fellow graduate students on a state-of-the-art image segmentation model for detecting artifacts in lung ultrasound images• Implemented neural network with U-Net architecture from scratch using PyTorch to find A-lines and pleural lines in lung ultrasound images• Worked toward developing a classification algorithm to determine whether a patient was healthy based on the presence or absence of certain artifacts in the images• Communicated with health specialists and used their input to improve deep learning model• Collaborated on designing a pipeline to classify ultrasound data as normal or abnormal based on input ultrasound scan video clip

Rochester, New York, United States

• Developed a machine learning model to determine the level of care needed by a patient admitted to the emergency department• Regularly presented our progress towards long-term goals and short-term deliverables to university professors and incorporated their feedback into our work• Served as point of contact between research group and project sponsor, ensuring group members understood their responsibilities and deadlines• Performed feature selection, data cleaning, and missing value imputation on a large set of data (over 12,000 data samples with more than 100 features)• Implemented LIME explainability algorithm for completed model in order to communicate model decision-making methods to practitioners

Henrietta, New York, United States

Irvine, California, United States

Irvine, California, United States

Rochester, New York, United States

Master'S Degree, Data Science

Completed a master's degree in data science in spring 2023, in which I took courses on a broad range of topics including data mining.

Unfinished (Phd), Elementary Particle Physics

Completed all coursework in particle physics doctorate program before my career direction shifted to data science

Bachelor Of Science - Bs, Physics & Applied Math (Double Major)

Activities and Societies: Society of Physics Students, teaching assistant, undergraduate researcher

Master'S, Data Science, 3.63