Projects
P
Predicting College Persistence Using XGBoost & SHAP
ML model to predict first-year college persistence from Chicago Public Schools data
Built XGBoost models to predict first-year college persistence using multi-year Chicago Public Schools data. Evaluated model performance against R² and RMSE. Analyzed feature importance using SHAP values and compared feature stability across academic years to assess model robustness.
Experience
Cyber & IT Audit Risk Advisory Intern
Baker Tilly USJun 2026 — Aug 2026 · Irvine, California, United States
Performed ITGC SOX testing across authentication, user access, and change management controls. Tested SOC 1 Type 2 controls for loan administration. Updated IPE validation language for SQL queries and built a custom GPT to automate internal workflows as part of an AI capstone project.
Umanath Memory & Aging Lab Research Assistant
Umanath Memory & Aging LabJan 2024 — Feb 2026 · Claremont, California, United States
Supported experimental cognitive aging study investigating age-related differences in knowledge, memory, and intelligence self-assessments. Conducted 90–120 minute lab sessions administering cognitive assessments. Recruited older adult participants and authored the Methods section of a manuscript under review.
Cybersecurity Risk Advisory Intern
Baker Tilly USJun 2025 — Aug 2025 · Chicago, Illinois, United States
Conducted interviews and risk assessments for Agentic AI integration into internal processes. Performed HITRUST and SOC 2 controls testing across healthcare analytics and marketing systems. Synthesized audit findings into IT security reports and supported NIST readiness efforts.
Private Equity Summer Analyst
Oceanview Capital Partners, Inc.May 2024 — Aug 2024 · Glendale, California, United States
Analyzed staff response time data for healthcare concierge company, identifying operational inefficiencies and recommending improvements. Pitched automation software to a healthcare company managing 250+ staff across LA County. Shadowed sell-side M&A advisory on a dental software transaction.
Education
Scripps College
Bachelor of Arts - BA in Major: Data Science - Minor: Psychology
Aug 2022 — Dec 2026
The Swedish Program at Stockholm School of Economics
Bachelor of Arts - BA in Semester Abroad
Aug 2025 — Dec 2025
Walter Payton College Preparatory High School
High School Diploma
Jan 2018 — Jan 2022
Activities and societies:
- Founder and president of Positive Mental Health Association
- Captain of varsity swim & water polo teams
- National Honors Society & National Latin Honors Society
- Education Group Chair for the Mayor of Chicago's Youth Commission
Scripps College
Bachelor of Arts in Data Science, Minor in Psychology
Sep 2023 — Jun 2026
Cumulative GPA: 3.6/4.0, James E. Scripps Scholar
Credentials
C
Honor or award
Best News Series & Best Social Justice Coverage
California College Media Association
Issued Mar 2024
- Recognition for coverage of on-campus protests for Boycott, Divestment, Sanctions (BDS) movement (News Series)
- Recognition for coverage of Title IX office issues across the Claremont Colleges (Social Justice Coverage)
C
Honor or award
Best News Series
California College Media Association
Issued Mar 2023
Recognition for coverage of ongoing dining hall worker union negotiations at the Claremont Colleges
S
Honor or award
James E. Scripps Scholarship
Scripps College
Issued Jun 2022
Highest merit-based award granted to incoming first-year students.
I
Honor or award
Senior Scholastic Player of the Year
Illinois Water Polo
Issued May 2022
Every year Illinois Water Polo recognizes two high school water polo players for their outstanding academic achievements, athletic performance, and sportsmanship during their senior season. First Chicago Public Schools (CPS) student to receive the award.
Skills
PythonRSQLJavaScriptpandasNumPyscikit-learnXGBoostSHAPPyTorchtidyverseggplot2GitExcelSPSSQualtrics