Aaron Wu

Data Analytics student with proven experience in statistical modeling, data visualization, and predictive analytics. Proficient in Python, SQL, and R with hands-on experience analyzing large datasets (25,000+ records) and developing regression models. Strong analytical and communication skills demonstrated through tutoring, leadership roles, and criminal justice research. Seeking analytics internships to apply technical expertise and critical thinking abilities in data-driven decision making.

Elementary Educator, Grace Community Church, Sun Valley, CA, 09/01/18, 09/30/23, Developed organizational and communication skills through 5+ years of volunteer service demonstrating reliability and commitment., Created and delivered age-appropriate educational content to elementary-aged children in group settings., Collaborated with church leadership to coordinate educational programs and maintain consistent volunteer schedules. 

Criminal Justice Recidivism Analysis, R, Statistical Modeling, Visualization, Analyzed NIJ dataset of 25,000+ offenders using logistic regression to identify factors influencing 3-year recidivism rates., Built stepwise regression models examining rehabilitation programs, education, employment, and gang affiliation impacts., Created data visualizations using ggplot2 to communicate findings on rehabilitation effectiveness and policy implications.

• Winner of Westmont College's Guild Scholarship Competition
• Winner of Westmont's Concerto Competition
• Winner of Liana Cohen Music Festival
• Winner of Callie McGrath Solo Competition
• National Rank 45 in Math Kangaroo International Competition
• Competed in American Mathematics Competitions 8, 10, and 12
• ACT Score of 35

• Principal Cellist, Westmont College Orchestra, 08/01/23, Current, Successfully auditioned for principal position as a freshman., Facilitated performance cohesion and effective rehearsal coordination through leadership.
• Speech/Debate Coach, STOA, 09/01/22, 05/31/23, Mentored team of 16 debaters in debate theory, argument formulation, and evidence analysis., Applied critical thinking skills to develop logical frameworks and analytical strategies., Personal Competition Results: 2nd place nationally in Team Policy Debate, 10th in Lincoln-Douglas Debate, National Finalist in Mars Hill Tournament.