Greater Philadelphia
• Built polynomial regression models for a 219-participant English-learning writing dataset, improving explanatory power by 17–18% over linear baselines and identifying metacognitive awareness, intrinsic motivation, and writing proficiency as the strongest drivers of lexical and syntactic complexity • Evaluated performance of a commercial biostimulant across 50 soils by structuring crop, treatment, and soil datasets for 100 genera to produce report-ready insights that quantified microbiome response and surfaced a 28.6x uplift in Rahnella • Quantified biodiversity patterns across 30 reef sites using 1,000 bootstrap resamples and SAD testing, showing that unimodal fits underperformed (RMSE 2.18; χ² 20.32) and that 3–4 PLN models better captured community structure
• Manage residential communities of over 200 residents, fostering cross-functional student engagement and well-being • Put together 3 diverse programming events per semester, managing $500 budgets and increasing participation by 25%
• Coordinate appointments and track call records using tools like Excel; promptly relay them to appropriate staff • Organize residential keys for 350+ students during seasonal breaks using internal software
• Instructed 60+ students in statistical methodologies, including linear and multiple regression, using Excel • Developed hands-on data exercises with real-world datasets, enhancing student proficiency in data interpretation
• Analyzed key financial metrics and investor KPIs, supporting $600K seed fundraising through data-driven reporting • Optimized interactive Grafana/Tableau dashboards, boosting operational efficiency by 30% across six sprints • Conducted comprehensive SQL analysis on customer lifecycle data, uncovering trends that reduced churn by 12% and increased user activation by 18%, significantly boosting platform engagement and retention • Developed KPI dashboards to track revenue trends, providing leadership with real-time insights for cash flow decisions
• Conducted an in-depth consumer analysis of Gen Z audio trends, interviewing 5 participants and analyzing 100+ data points to identify key preferences, such as sound quality, and brand influence in the over-the-ear headphone market • Led research from recruitment to data analysis, uncovering a 20% preference for customizable designs and delivering insights on social influence that shaped Beats' new marketing campaign, boosting Gen Z engagement