About Me
My Work
My work is grounded in the belief that technical precision creates clarity in complex environments.
I operate at the intersection of:
- Applied statistics
- Economic analysis
- Data science
- Strategic thinking
With a focus on:
- Quantifying risk and uncertainty
- Supporting high-stakes decision-making
- Protecting long-term organizational integrity
I bring a statistically driven approach to economic and labor-related problems, combining analytical depth with practical application across real-world systems.
Background
Data work carries responsibility beyond technical execution.
It involves:
- Sensitive and high-impact information
- Decisions that affect individuals and institutions
- Analysis that extends beyond surface-level interpretation
- Recommendations with long-term implications
I prioritize:
- Precision
- Context
- Accountability
Because the quality of analysis directly shapes the quality of decisions.
Industry Experience
Client Industries
- Technology
- Computer Software
- Financial Services
- Manufacturing
- Food and Beverage
- Information Management and Digital Services
Experience Across
- 2 Fortune 10 Companies
- 2 Fortune 50 Companies
- 3 Fortune 500 Companies
Additional Exposure Includes
- Municipal corporations
- Private and public companies
- Government-affiliated projects and contracts
Academic & Advisory Engagements
Advisory and consulting exposure through the Business, Engineering, Science, and Technology (BEST) startup program.
Academic Collaborations
- Loyola Marymount University
- University of California, Los Angeles
- University of California, Irvine
- California State University, Long Beach
- Los Angeles City College
Advisory Exposure
- Business, Engineering, Science, and Technology startup program
- Datathons and academic collaborations
- Industry mentorship and judging opportunities
Recent Engagements
Resume
Consultant — Resolution Economics
- Conduct statistical and economic analyses for labor and employment litigation
- Build exposure and damages models used in legal strategy and settlement decisions
- Translate complex data into clear, defensible narratives
- Lead data integrity, modeling accuracy, and analytical frameworks across cases
Research Assistant — Resolution Economics
- Managed large-scale legal datasets and analytical workflows
- Processed and structured 10,000+ documents per case
- Built systems for secure data handling and case preparation
Data Specialist — LMU Career & Professional Development
- Analyzed performance across 100+ programs and recruiting events
- Forecasted engagement outcomes to improve decision-making
- Built relationships with employers and industry stakeholders
Program Coordinator — Loyola Marymount University (CBA)
- Led operations for global case competitions with 300+ participants across 5+ countries
- Managed relationships with sponsors, judges, and institutional partners
- Maintained quality tied to national recognition and funding
Budget Analyst — Loyola Marymount University
- Managed financial analysis across 25+ programs and cost centers
- Forecasted budget variance and advised on financial strategy
- Coordinated 100+ reconciliations annually
- Business Analytics Intern — Revenue-generating campaign strategy
- R&D Baseball Pitching Analytics — 3D performance modeling
- Research Assistant — Human biometric activity recognition
- Google CSSI — Software engineering and product development