
✅ Verified by Extern
SQL & Database Architecture Externship with Breaking Games
Turn six messy CSVs into an analytics database and a Q4 dashboard that drives real business decisions. SQL + Claude.
/* Masters student with hands-on experience, assembling project work and skills to transition into a professional role. */
🟢 Open to work
A collection of project cards that document my completed work, the skills I used, and the outcomes I produced while I prepare to enter the professional world.

✅ Verified by Extern
Turn six messy CSVs into an analytics database and a Q4 dashboard that drives real business decisions. SQL + Claude.
Mapped a manual labeling process causing duplicate records and report errors, documented the business rules, and replaced it with an automated future-state workflow.
Produced a structured written report from federal data on 401 hospitals, with findings and recommendations tailored to patients, hospital operations teams, and ranking audiences.
Masters student with hands-on experience, assembling project work and skills to transition into a professional role.
Business analyst with hands-on EDI integration experience: gathering client requirements, writing technical specifications, and configuring and testing EDI transactions through rollout. Experienced mapping current-state processes, defining improvements, and producing clear reports and presentations, with SQL and Python for system analysis.
Externships
SQL & Database Architecture Externship with Breaking Games
In progress
Experience
Executive Assistant / Project Coordinator
ChenMega Machinery LLC · Mar 2026 - Sep 2026
Associate Systems Analyst
Expeditors · Feb 2025 - Jul 2025
Quality Assurance Engineer Intern
InnovAsian Cuisine Enterprises · Jul 2024 - Dec 2024
Project Manager, Capstone Client Project
SDI Engineering / Seattle University · Sep 2023 - Jun 2024
Data Science Research Assistant
Seattle University · Jun 2022 - Sep 2022
Education
Seattle University
M.S. in Business Analytics · Class of 2027
Seattle University
B.S. in Computer Science (Mathematics Specialization), Minor in Data Science
Skills
✅ Verified by Extern · ⏱️ In progress
Turn six messy CSVs into an analytics database and a Q4 dashboard that drives real business decisions. SQL + Claude.
The externship converted six raw CSV data sources into a structured analytics database and a Q4 dashboard. The work involved inventorying data sources, cleaning and modeling tables in SQL, and assembling queries and visualizations for dashboarding. Delivered artifacts included a normalized schema, SQL queries, and dashboard assets.

I produced a complete inventory of six raw data sources, documented data quality issues and question coverage, and prepared the cleaned, modeled tables and SQL queries used for the externship dashboard.
I inventoried six raw data sources, noted what each file contained, what questions each could and could not answer, and recorded data quality issues (missing product titles, date inconsistencies, overcounting by line items).
Mapped a manual labeling process causing duplicate records and report errors, documented the business rules, and replaced it with an automated future-state workflow.
Produced a structured written report from federal data on 401 hospitals, with findings and recommendations tailored to patients, hospital operations teams, and ranking audiences.