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Tony KimTK
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Tony Kim

@tonykim1

Data Scientist at Anduril Industries who built a governed manufacturing data foundation and a QMS knowledge-base Q&A agent.

United States
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At Anduril Industries, I cleaned and modeled Quality & Manufacturing data into a governed, model-ready foundation on a Spark lakehouse. I also built a QMS knowledge base and verified-procedure Q&A agent over curated data, with an estimated ~$1.2M/yr productivity value across a ~300-person organization.

At Epirus, Inc., I modeled Oracle Fusion PO revision history into the Cost Delta Tracker and developed an 11-category root-cause classification for variance analysis. The work identified a $2.3M/yr cost-leakage pattern.

At Yuji Lighting (USA), I designed analytics pipelines across a five-phase RFQ/RFP process and built Power BI dashboards that cut order-to-ship time 18%. I also unified Pipedrive and ShipStation data with Python ETL and shipped Python and Rust PDF-extraction tooling adopted as a shared library.

My data work spans defense, manufacturing, supply chain, and energy. Earlier, as a U.S. Navy submarine Sonar Technician, I worked with real-time streaming sensor data and applied data-quality and anomaly-detection patterns to track next-generation foreign submarines.

Experience

Work history, roles, and key accomplishments

YU

Data & Automation Engineer

Yuji Lighting (USA)

Sep 2024 - Aug 2025 (11 months)

Designed and ran analytics pipelines over a 113-field ORDERS database, feeding Power BI dashboards that cut order-to-ship time 18%. Cleaned and unified operational data from Pipedrive and ShipStation with Python ETL.

PE

Business Analyst Manager

Polaris E-Commerce

Jul 2016 - Sep 2017 (1 year 2 months)

Built the company's core data and reporting layer, unifying fragmented operational data. Architected dashboards used to manage $10M in operations directly with the CEO, scaling the team from 3 to 30.

Education

Degrees, certifications, and relevant coursework

University of California, Irvine logoUI

University of California, Irvine

Bachelor of Science, Business and Managerial Economics

Bachelor of Science in Business and Managerial Economics, with Dean's List recognition.

PF

Palantir Foundry

Certification, Data Science and Engineering

Completed Palantir Foundry certification tracks including Application Developer, Data Engineer, Data Analyst, Data Science, and AIP Builder Foundations.

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