About

I'm an operations and business systems analyst. For two years I worked in B2B logistics, where I led the move from paper-based to digital warehouse operations and designed the platform the team used every day.

Before that I trained in business analytics: an MS from UW–Madison, a graduate consulting practicum in healthcare, and retail sales analysis as an intern.

I'm looking for business systems analyst, WMS and warehouse systems analyst, operations analyst and implementation analyst roles in supply chain and logistics. I'm based in Los Angeles, open to relocating anywhere in the U.S., and available now.

Resume

Operations & Business Systems Analyst · Los Angeles, open to relocating anywhere in the U.S. · Available now

Experience

Logistics Analyst

B2B fulfillment operation (3PL) · Los Angeles area

Aug 2024 – Aug 2026

B2B fulfillment for Best Buy, Costco, Walmart and Target. I led the move from paper-based to digital warehouse operations.

Operations and planning

  • Managed B2B fulfillment across 50+ accounts and 1,000+ SKUs, directing daily outbound operations for 1,000+ orders (up to 3,000 at peak) under each retailer's vendor routing guide and compliance requirements.
  • Reviewed incoming orders, resolved shipment exceptions, made shipment-readiness decisions and set outbound priorities.
  • Planned daily labor allocation across 10–16+ associates from incoming volume, historical processing rates and capacity data, securing shared labor ahead of demand spikes.
  • Forecast daily workload from advance customer notices and historical throughput, working with the overseas and customer-service teams; every forecast workload was completed on schedule.
  • Coordinated picking, pallet preparation, packaging supply and outbound execution with warehouse teams, office staff, customer service and overseas teams.

Systems and process design

  • Replaced a paper-based outbound process (handwritten, inconsistent order sheets and no progress tracking) with WarehouseFlow, a web fulfillment platform I designed and built with AI coding tools (Firebase, Vercel, daily WMS API imports), used by ~10 people daily.
  • Turned frontline pain points into requirements, workflow changes and process fixes; proposed every platform change and tested each one by running the real process end to end.
  • Digitized task dispatching, barcode scanning, order traceability and exception monitoring: a wrong SKU was blocked at packing, and timing started at Start rather than at assignment, so processing times measured work, not waiting.
  • Designed the retail-wave flow for Walmart, Target and Best Buy: one batch pick across several POs, sorted and labeled by distribution center and PO, palletized per center.
  • Linked the outbound shipping schedule to live warehouse progress, flagging each order as ready, in process, at risk, overdue or unlinked.
  • Fixed an import data-quality gap: orders the WMS API returned without line detail failed the import instead of being created empty.
  • Piloted the platform with one crew and fixed issues on the spot; launched it in April 2026 and kept iterating through July.

Automation and reporting

  • Automated order-document printing with UiPath, cutting a full-day task for 3–4 office staff to one person overseeing an automated run and ending warehouse wait time for paperwork.
  • Built a Google Sheets / Apps Script returns-scanning tool that checks each return against SOP and logs it in one keystroke, removing manual entry and screen-switching.
  • Automated nightly operations summaries and weekly management reports, emailed directly from the platform.
  • Gave managers real-time visibility into order volume, worker progress, account-specific processing time and bottlenecks, replacing paper status checks; used the processing-time data in my daily workload forecast and labor plan.

Results

  • Sustained zero missed orders from the April 2026 launch through August 2026, including Prime Day 2026 and major brand sales.
  • Absorbed a rise in daily orders from hundreds to 1,000+ with no added headcount, keeping every shipment on time.
  • Saved 1–2 hours of daily administrative work by replacing paper checks and manual order follow-ups with centralized tracking.

Data Analyst Consultant, Graduate Practicum

Wisconsin School of Business · Sponsor: Healthcare Big Ideas · Madison, WI

Jan – May 2024

  • Led a 6-member consulting team working directly with startup founders to turn a rural hospital network's expansion strategy into facility-selection criteria, models and deliverables.
  • Built and audited a dataset of about 80 rural healthcare facilities in Kansas from Definitive Healthcare data, evaluating financial, operational and demographic indicators and isolating anomalies to separate structural risks from one-time events.
  • Built a reusable weighted scoring model in Excel, with weights set together with the client, narrowing 80 candidate facilities to a 20-facility shortlist.
  • Built the Power BI benchmarking dashboards.
  • Applied predictive analysis using historical performance and demographic variables.
  • Presented the evaluation parameters, recommendations, and short- and long-term implications to the founders as pre-launch research.

Business Analyst Intern

Fresh International Market · Champaign, IL

Jan – May 2023

  • Cleaned and analyzed sales and operational data for 6 stores in Excel and Tableau, identifying store-level demand and seasonal patterns that supported weekly replenishment and merchandising decisions.
  • Forecast seasonal demand trends for inventory planning and merchandising.
  • Tracked third-party platform sales and identified high- and low-velocity products for promotion, pricing and assortment planning.

Data Analyst Intern (remote)

Sichuan Airlines

May – Jul 2021

  • Used Excel and SQL for airport-scheduling and route-planning analysis, running existing analytical models and passing results to the operations team.
  • Segmented customers by value to identify behavior patterns.
  • Summarized flight-cancellation, airport-shuttle and COVID-related operational data for airport–city transportation planning.

Education

M.S. in Business Analytics (STEM-designated)

University of Wisconsin–Madison, Wisconsin School of Business · Madison, WI

Aug 2023 – May 2024

Coursework: Advanced SQL, Prescriptive Modeling, Data Visualization, Digital Marketing Analytics, Risk Management in the Digital Age

B.S. in Business Analytics and Information Systems

Eastern Illinois University · Charleston, IL

Jan 2019 – Dec 2022

Dean's List (2021, 2022)

Project

WarehouseFlow case study and demo →

The platform above, shown with fictional data: a 5-minute case study and a 2-minute guided demo.

Skills

Systems and automation, at work
WMS / API integration · barcode-scanning workflows · Firebase · Vercel · UiPath · Google Sheets + Apps Script · AI coding tools (Codex, Gemini, Cursor) · Git
WMS
the company's WMS through a daily API import · Item.com (customer-provided; used as the 3PL vendor)
Analysis and BI
Excel · Power BI (practicum) · Tableau (internship) · SQL (coursework and internship)
Coursework
Python · R · Java · Snowflake · AWS · Celonis
Operations
B2B fulfillment · outbound operations · vendor routing guides and compliance · labor planning · workload forecasting · exception resolution · process improvement
Languages
English, Mandarin

Get in touch

Based in Los Angeles · open to relocating anywhere in the U.S. · available now