Michael Johnson

Information Systems & Business Analytics student at Loyola Marymount University

Los Angeles, CA · mjohn184@lion.lmu.edu · LinkedIn · GitHub

Information Systems & Business Analytics student at LMU (GPA 3.86) who turns operational and financial data into decisions. Experience spans mortgage lending file analysis, operations logistics, and full-stack development, with a first-place regional datathon finish.

Experience

File Analyst Intern, CP Financial and CP Realty Inc.

Los Angeles, CA · Jun 2026 – Present

  • Managed end-to-end file processing and tracking for 20+ active mortgage loan files, partnering with loan officers to maintain data accuracy and compliance across property records in FirstAm IgniteRE throughout the loan lifecycle.
  • Supported underwriting and risk analysis by reviewing borrower and property documentation, identifying discrepancies, and helping assess loan-level risk prior to closing, contributing to a 20% reduction in file errors/delays.
  • Coordinated with title and escrow agents to open title insurance and escrow accounts for client transactions.
  • Built and analyzed operating budgets and conducted financial reporting, while fully compiling and closing out client files for physical and digital recordkeeping.

Bagroom Logistics Manager/Outside Services, Bel-Air Country Club

Los Angeles, CA · Jul 2025 – Present

  • Manage high-volume operational data related to 100+ members, including inventory tracking, service logistics, and scheduling, ensuring accuracy and consistency across daily operations.
  • Utilize Excel and spreadsheet-based tracking systems to monitor golf bag inventory, cart usage, and forecasted daily cart demand, supporting real-time operational decision-making.
  • Coordinate logistics for high volume equipment deliveries while ensuring accuracy, timeliness, and client satisfaction.
  • Partner with supervisors to translate operational insights into process improvements and service enhancements.

Projects

Datathon

First-place regional datathon analysis of emergency medical dispatch performance and meal break compliance (March 2026).

  • Analyzed 1,732 emergency medical dispatch records across 21 California bases leveraging SQL and Python.
  • Translated raw EMS dispatch data into actionable Board-level insights on response time performance, shift utilization, and projected meal break violation rates under proposed California labor law.
  • Presented findings to judges in a regional competition and won first place.

SQL · Python · Presentation (PowerPoint)

LLM Manager

Full-stack web app for deploying and managing LLMs locally with vLLM as the backend (August - December 2025).

  • Built a full-stack web app for deploying and managing LLMs locally using vLLM as a backend.
  • Implemented Python, SQLAlchemy, Docker / Docker Compose, React, TypeScript, SQLite/Postgres, and Git.

Python · SQLAlchemy · Docker · React · TypeScript · SQLite · Postgres · vLLM · GitHub

Education

Loyola Marymount University

Bachelor of Science, Information Systems & Business Analytics · Aug 2023 – May 2027

GPA: 3.86. Relevant courses: Computer Programming & Lab, Statistics, Finance, Managerial Accounting, Analytics in Operations & Supply Chain Management, Data Structures, Database Management Systems, Algorithms & Analysis. Beta Gamma Sigma International Business Honor Society (March 2025 - present). Microsoft Office Specialist: Excel Associate (Excel 2019), October 2024.

Skills

Languages: Python, SQL, JavaScript, Java, HTML

Analytics: Financial Analysis, Data Cleaning & Validation, KPI Tracking & Reporting, Exploratory Data Analysis, Performance Benchmarking, Dashboard Development, Tableau

Tools: Docker, React, Git, Microsoft Access, Microsoft PowerPoint, Microsoft Word, FirstAm IgniteRE