Conducted Groove Enhancement Machine (GEM: a study on adaptive metronomes which manipulate individual's sensorimotor synchronization) data analysis under Petr Janata's mentorship, utilizing Django queries and complex terminal language to access secure S3 buckets. Utilized pandas and related data analysis packages to formulate a comprehensive analysis of the research dataset to search for confounds and inconsistencies with previous research Employed Python data pipelines, proper Github… Show more Conducted Groove Enhancement Machine (GEM: a study on adaptive metronomes which manipulate individual's sensorimotor synchronization) data analysis under Petr Janata's mentorship, utilizing Django queries and complex terminal language to access secure S3 buckets. Utilized pandas and related data analysis packages to formulate a comprehensive analysis of the research dataset to search for confounds and inconsistencies with previous research Employed Python data pipelines, proper Github etiquette, and effective verbal communication to maintain the fluidity and organization of the project. Show less

Conducted a comprehensive literature review on semantic priming and IAT to develop a study design and testing procedure for incorporating implicit testing alongside RCT (randomized controlled trials) of interest variables such as anxiety, fear, and envy. Conducted CFA and GLM (General Linear Model) testing on a collected Qualtrics survey data set to assess if the operationalized dependent variables appropriately measured an individual’s susceptibility to “digital harms” such as desensitization… Show more Conducted a comprehensive literature review on semantic priming and IAT to develop a study design and testing procedure for incorporating implicit testing alongside RCT (randomized controlled trials) of interest variables such as anxiety, fear, and envy. Conducted CFA and GLM (General Linear Model) testing on a collected Qualtrics survey data set to assess if the operationalized dependent variables appropriately measured an individual’s susceptibility to “digital harms” such as desensitization whilst using social media. Implemented the models in R to present the findings articulately by using R-markdown and informative plots to determine how an individual's “online awareness” shields them from digital risks such as online shaming. Show less

Worked with Other Researchers to ensure accurate scientific information from reputable sources is accumulated in order for easier consumption by a less experienced audience

One of the Primary Instructors at the company. Focused on instruction at the pre-Calculus and below level. (primarily instruction for 2-4 students on a rotating basis)

Instruction for students in grades 6 and below in crucial early Mathematical Concepts. (mainly a volunteer opportunity focused around summer)