Hello, I'm Gloria.

Real estate location strategy, translated into clear decisions.

I work across global office location research, workplace resource planning, collaboration analytics, policy design, and practical AI workflow experiments.

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About

I bring experience in strategy, data analysis, cross-functional project management, and process optimization within a large-scale internet company environment.

My work has covered global office location strategy, workplace resource planning, policy design, resource management system implementation, and executive reporting.

Recently, I have also been exploring AI applications in enterprise workflows, data cleaning, structured information management, and automated resume generation.

This site keeps the formal career profile and the smaller personal corners separate: the work below is resume-grade, while Album Vibe and my music notes are here because a personal website can have more texture than a CV. Album Vibe.

Experience

ByteDance · Real Estate Location Strategy
Jan 2022 - Jun 2026 · Shanghai

One core role, organized by the types of decisions and systems it supported rather than by a long timeline.

Location Strategy & Market Entry

  • Led and contributed to country, city, and office location studies for global expansion and business footprint planning.
  • Built standardized evaluation frameworks across political stability, economic context, immigration and work permits, talent availability, cost, tax incentives, and collaboration efficiency.

Workplace Planning & Analytics

  • Managed office supply and demand planning for non-mainland China locations during the 2022-2026 return-to-office transition.
  • Combined seat supply, attendance, headcount change, business growth, and delivery baselines to forecast 6-12 month space demand and planning buffers.

Resource Governance & Policy

  • Supported seat allocation, parking resource governance, office consolidation principles, and workplace management policies across countries and offices.
  • Translated abstract management principles into operating rules, rollout plans, and executive-ready communication materials.

Systems & Workflow Improvement

  • Contributed to requirements, process design, and implementation of a parking management system supporting 10,000+ driving employees globally.
  • Explored AI-assisted monitoring, feedback classification, market intelligence, and workflow automation opportunities for real estate and workplace management.

Selected Work

Representative work samples reframed as transferable capabilities. Confidential details, internal names, and exact sensitive metrics are intentionally omitted.

Filter by capability
Context

Leadership needed consistent ways to compare countries, cities, and office locations across uneven market information.

Approach

Built a location assessment framework across macro stability, talent supply, immigration and work permit friendliness, cost, tax incentives, and cross-team collaboration convenience.

Output

Actionable location recommendations and a reusable comparison logic for business expansion and office footprint planning.

Career Agent

A personal AI workflow project that turns job search materials and interview practice into structured, reviewable career memory.

Resume Automation & Interview Memory Workflow

Local-first personal system

A career agent workflow combining structured Master CV data, job descriptions, interview transcripts, project and story memory, and an approval flow.

  • Designed bilingual Master CV and career-memory data structures for searchable, composable, and reviewable career evidence.
  • Built a workflow for JD parsing, match scoring, resume tailoring, factual review, and PDF export.
  • Extended the system into interview preparation with session state, transcripts, mock review, weakness tracking, and patch proposals.
  • Separated approved memory from the Master CV boundary to reduce factual drift and over-generation risk.
AI WorkflowData ModelingResume AutomationFact Control

Skills

Research and Strategy Analysis

  • Location research
  • Market intelligence monitoring
  • Trend insight
  • Assessment framework design
  • Resource allocation strategy
  • Policy and operating mechanism design

Data Analysis

  • SQL
  • Python
  • pandas
  • scikit-learn
  • Tableau
  • Excel
  • Forecasting
  • Space utilization analysis

AI Application

  • LLM-assisted information retrieval
  • Prompt design
  • AI-assisted data cleaning
  • Text parsing
  • Quality review
  • Workflow automation
  • OpenRouter multi-model calls

Product and Process

  • User requirement gathering
  • Process design
  • System requirement breakdown
  • Product experience iteration
  • Cross-functional product-engineering collaboration

Communication

  • Bilingual business communication
  • Executive presentation writing
  • Leadership communication
  • Cross-functional collaboration
  • Narrative structuring for complex projects

Tools

  • PowerPoint
  • Word
  • Notion
  • Figma
  • PostgreSQL
  • Git
  • Cursor
  • OpenCode

Education

Warwick Business School
MSc. Marketing and Strategy
Sep 2020 - Nov 2021 · United Kingdom
Dongbei University of Finance and Economics
Bachelor of Business Administration
Sep 2016 - Jun 2020 · China

Contact

Open to conversations on strategy, analytics, workplace planning, AI-assisted workflows, and product experiments.