Business Messaging Team - NLP Model Implementation- Trained and deployed text-based and multi modal machine learning tools- Implemented daily data aggregation and cleaning pipeline- Researched and recommended long-term strategies for smarts system- Presented a series of machine learning tutorial talks

- Presented poster at October 2019 Society for Neuroscience conference: machine learning random forest tree analysis of daily diary patient data- Predictive modeling of patient outcomes based on multi-modal fMRI and daily diary datasets- Classification tree, k-means, regression, and correlation analyses with R- Launched a mobile application to deliver mindfulness tools and audiovisual resources to patients remotely, improving the accessibility of study materials - via 3rd party tool- Managed mobile phone application for data collection

Projects in Data Analysis: - Whole-brain correlation fMRI analyses linking drinking patterns with neural data (SPSS and BioImageSuite) - Consolidation of longitudinal ecological momentary assessment (EMA) data regarding patients’ craving and drinking patterns (R and SPSS) - Mediation analyses of the interactions between appetitive hormones and vmPFC activity (SPSS PROCESS macro)Data Collection and Maintenance:- Implementation of fMRI data collection protocols- Implementation of ecological momentary assessment (EMA) data collection tool- Administration of cognitive and psychological assessments to participantsContributed to Poster Presentations: - "Sex differences in the relationship between basal leptin and alcohol- and food-related reward behaviors: a functional magnetic resonance imaging study": College on Problems of Drug Dependence (2018 Conference) - "Ventromedial Prefrontal Cortex (vmPFC) Dysfunction and Subjective and Behavioral Alcohol Motivation in Binge/Heavy Social Drinkers": Research Society on Alcoholism (2018 Conference)

Research topics: - Interpersonal emotional processing- Evaluating motives behind altruistic acts- Comparative evaluation of parent-focused versus child-focused therapies for childhood anxietyPapers:- 30-page senior thesis literature review, awarded distinction in the major- Independent review of aggregate national data (2014 General Social Survey)Honors: Earned distinction in the major