About Avery Chan:
I am a third year undergraduate student at Stony Brook University, expecting to graduate with a Bachelor of Science in Applied Mathematics and Statistics, as well as a minor in Computer Science. As a student passionate about technology and aiming to pursue a career in fields such as software development, data engineering, and machine learning, I am currently looking for internships to gain industry experience and work on solving interesting problems.
Experience
Data Science Intern at Outreach New York
- Created and leveraged SQL queries/stored procedures to produce a medical and socioeconomic dataset of ~900 clients from an electronic health record (AVATAR)
- Built logistic regression and decision tree models in Python to analyze key variables leading to client drug overdoses, improving practitioner treatment accuracy by 67% prioritizing recall at 89%
- Used Machine Learning software (BigML) to optimize weights, split patterns, and apply advanced sampling techniques
- Presented SQL-based reporting and QlikSense visualizations to Outreach executives to identify high impact indicators, propose modified treatment practices, and support administrative decisions
Research Assistant at Cognitive Neuroscience and Psychosis Lab
- Designing big data analysis functions in MATLAB to test reliability and validity of fMRI pre-processing pipelines
- Training a convolutional neural network architecture to predict task performance and identify brain regions with high predictive value from fMRI datasets of 30+ participants with schizophrenia
- Assisting graduate students with the development, deployment, and testing of MATLAB-based code for improved performance in cognitive tasks and analysis of clinical multi-modal neuroimaging
Education
Bachelor's of Science in Applied Mathematics and Statistics at Stony Brook University
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Contract Logistics
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Assistant Professor of Medical Sciences
1 week ago
Columbia University New York, United StatesAssistant Professor of Medical Sciences (in Medicine) at the Columbia University Medical Center · Columbia University's Department of Medicine invites applications for a non-tenure position at the Assistant Professor level in order to advance divisional research programs includin ...
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Home Health Aide needed in Staten Island
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Eprine Home Care Inc. Brooklyn, United States Full timeEPRINE Home Care is seeking for individuals who have a passion for serving and supporting individuals with mental illness, addictive disorders, or co-occurring disorders. We are seeking certified home health aides (HHA) who can provide the comfort and caregiving our clients need ...