- Applied data wrangling, statistical methods, and segmentation techniques to preprocess the data- Collaborated in a team of 5 to develop machine learning models (Logistic Regression, Random Forest, XGBoost) in Python to predict the likelihood of clients paying late- Developed and presented a dynamic Power BI dashboard using DAX functions to deliver KPIs and actionable insights to stakeholders

- Networked with professionals through emails and phone calls as well as approached former UCI alumni about guest speaking, leading to events such as Introduction to GitHub and 2-Day Hackathon- Spearheaded new organizational initiatives by identifying areas of improvement and conducting surveys to assess events, leading to enhanced event quality and a 30% increase in member satisfaction- Collaborated with UCI senior leadership to enhance communication strategies, ensuring member engagement

• Coordinated with manager to design post-event surveys and gather qualitative data on student feedback• Analyzed survey data to create quarterly reports with evaluations and program improvement recommendations • Evaluated changes using dashboards to visualize data like satisfaction and engagement metrics

• Tracked social media metrics on Instagram and Facebook to optimize the club’s social media posting schedule and to strategize methods of increasing member engagement and event turnout• Utilized Google Analytics to analyze website traffic and user behavior, tracking metrics like session duration to develop strategies that drove a 50% growth in page views over 6 months