Sean Lim
Analyst @ Midland Credit Management | MS Analytics @ Georgia Tech | UCLA Alumnus
- Role
- Operations Analyst at Midland Credit Management
- Location
- San Diego, CA, US
- LinkedIn followers
- 500 followers
About Sean Lim
Graduate student at Georgia Institute of Technology (Georgia Tech) pursuing a Masters of…
Experience
Operations Analyst
Oct 2022 — Present · San Diego, CA, US
Led the intra-month financial forecasting process by analyzing historical spend patterns and applying dynamic adjustment models, ensuring accurate projections of financial performance that supported timely decision-making by finance leadership.Performed in-depth financial analysis using tools such as Excel, SQL, and Python/R to identify cost drivers, monitor variance trends, and evaluate profitability across consumer-focused business lines.Developed and automated Power BI dashboards that provided real-time visibility into key financial metrics such as revenue, expense run rates, and operating margins—equipping senior management with the insights needed to drive performance optimization.Owned the development and maintenance of consumer data budgets, integrating intra-month projections based on shifting expense trends and volume assumptions to support more agile and responsive financial planning.Built a regression-based predictive model to estimate account-level hit/no-hit probabilities, improving forecast accuracy and aiding in the classification of financial risk profiles across portfolios.Collaborated with cross-functional teams including FP & A, risk, and business operations to gather domain context, align forecasting methodologies, and deliver executive-level presentations that translated analytical findings into actionable recommendations.Provided support for financial scenario modeling and ad-hoc reporting, evaluating potential impacts of strategic initiatives, policy changes, and macroeconomic shifts on revenue and expense trajectories
Education
Sunway College
Ontario Secondary School Diploma
2015 — 2016
Georgia Institute of Technology
Master of Science - MS
2025 — 2029
University of California, Los Angeles
Bachelor of Science - BS
2019 — 2022
Foothill College
Associate of Arts and Sciences For Transfer - AAS-T
2017 — 2019
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