•Assisted in the research of customer brand repertoires to gain insight into shopper decision-making, in order to promote the success and growth of Mars brands.•Performed EDA on retail shopper data for more than 150 million product transactions in a five year span using PySpark and Seaborn, and designed features that captured different dimensions of shopper behaviors.•Developed a KMeans model using Scikit-learn to distinguish multi-pet owners from single-pet owners amongst over 2,500… Show more •Assisted in the research of customer brand repertoires to gain insight into shopper decision-making, in order to promote the success and growth of Mars brands.•Performed EDA on retail shopper data for more than 150 million product transactions in a five year span using PySpark and Seaborn, and designed features that captured different dimensions of shopper behaviors.•Developed a KMeans model using Scikit-learn to distinguish multi-pet owners from single-pet owners amongst over 2,500 customers based on their shopping behaviors, utilizing a silhouette score plot to determine the ideal number of clusters for our data. Show less

•Documented Putnam’s financial database using Collibra Data Intelligence Cloud.•Monitored the loader jobs on the company's servers to figure out what data is being provided versus what is being loaded into the database.•Modeled the lineage of the business assets to which Putnam has access, between their columns in the datasets and their fields in the files from data vendors such as Bloomberg and Kynex Investment Research.

•exported ESG data from the company's PostgreSQL database corresponding to the various firms under Putnam's Focused International Equity Fund•Utilized MicroStrategy to analyze and create reports on the ESG data regarding carbon emissions, controversies, and Business Ethics•Validated Putnam's performance data to aid in the migration from JReport to MicroStrategy

Explored the intersections of finance and technology through project-based learning.Engaged in web development projects, investment banking and asset management simulations, and Networking events.

• Organized a group of classmates to help operate the food drive at the local Salvation Army during thepandemic.• Packaged produce, canned goods, and meats for distribution to those in need in our community.• Cleaned the venue during after-hours, picking up trash, throwing away old foods, or storing theundistributed foods for the next day.