Alexandria Murray

Data-driven analyst with 7 years of robotics and computer science experience, combining hardware-software engineering, algorithmic thinking, and statistical modeling to solve complex performance and optimization problems. Adept in Python, SQL, Tableau, and R, with hands-on experience building predictive models, analyzing player performance, and translating multi-dimensional datasets into clear, strategic insights. Bringing engineering precision, statistical rigor, and competitive sports analytics experience to high-impact projects in data science, performance modeling, and advanced analytics.

• Miami Heat Player Performance Analytics - Predictive Modeling & Tableau Dashboards, Developed a multi-layer sports analytics project analyzing Miami Heat player scoring efficiency, defensive activity profiles, clutch performance, and matchup vulnerability. Built predictive models to identify factors most strongly correlated with high-efficiency games. Designed Tableau dashboards visualizing shot charts, lineup optimization, and momentum trends. Produced insights relevant to in-game strategy, rotation decisions, and opponent preparation.
• Caffeine Intake & Human Performance - Behavioral Data Modeling, Performed advanced exploratory analysis modeling relationships between caffeine intake, sleep quality, physiological metrics, and daytime alertness. Cleaned and integrated data from multiple sources, created multivariate visualizations in Tableau, and generated behavioral insights useful for wellness optimization. Applied correlation analysis, regression, and anomaly detection to uncover patterns in consumption and physiological response.

• United Nations Delegate, Selected to attend the 67th Commission on the Status of Women in New York as an official youth delegate for the Girl Scouts of America. Participated in three weekly preparatory sessions, contributed to the drafting of two formal policy statements, and engaged directly with global leaders, diplomats, and advocates in strategic discussions on gender equity, youth empowerment, and global development initiatives.
• Gold Award Recipient, Developed an 80+ hour Social-Emotional Learning curriculum implemented in multiple elementary classrooms.
• Bronze Award Recipient, Completed 25+ volunteer hours creating therapeutic materials for children's hospitals.

• Sports Analytics Club, Member, Worked on student-led analytics projects focused on player tracking, game prediction modeling, and efficiency analysis. Participated in analytics hackathons, case studies, and speaker sessions from industry professionals.
• Student Data Collective, Campus Relations, Built partnerships with academic and technical organizations, secured industry speakers, and helped expand membership engagement through structured outreach strategies and data-informed event planning.
• Women in Business, Member, Engaged in leadership development, communication workshops, and career readiness initiatives while collaborating on business-focused case challenges.
• Zeta Tau Alpha Fraternity, Recruitment Data Coordinator, Led logistics and data processing for over 2,000 recruitment candidates to support the formation of a 100-member pledge class. Designed ranking and preference matching workflows, executed membership optimization modeling, and supported decision-making through accurate, rapid data evaluation.
• Psi Theta Kappa Honor Society, Member, Recognized for academic achievement and participation in scholarship-oriented service initiatives.
• FAMU Basketball Team Manager, Assistant, Supported practice operations, logged player performance metrics, coordinated equipment, and contributed to training efficiency through structured preparation and time management.