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suih29993-cmd/README.md

Hi, I'm Suih

I'm a finance graduate student with experience in business operations data analysis. I use AI-assisted development to build practical tools that turn business data into clear, actionable insights.

My focus is on understanding the business question first, then combining data analysis, visualization, and lightweight automation to deliver a reproducible solution.

Interests

  • Business analytics and performance measurement
  • Data analysis and visualization
  • AI-assisted tools and workflow automation
  • Operations problem-solving

Featured Projects

1. Multi-Store Operations Dashboard

An interactive dashboard for multi-store performance analysis. It validates multi-period CSV data, derives core operating metrics, aggregates results by region, city, and supervisor, and supports filtering, ranking, and drill-down.

2. Business District Bot

A business-district and competitor analysis workbench built on synthetic store data. It supports district health scoring, competitor pressure, marketplace fee and promotion comparisons, multi-district benchmarking, and rule-based diagnostic recommendations.

3. Daily Operations Exception Monitor

A Python CLI workflow that compares planned business hours with observed online periods to identify abnormal closure intervals, estimate simulated impact, and generate Excel, Markdown, and JSON reports.

All public projects use synthetic data. They demonstrate analytics and automation workflows, not real business results.

Popular repositories Loading

  1. multi-store-operations-dashboard multi-store-operations-dashboard Public

    Business analytics dashboard for synthetic multi-store operations: data validation, KPI derivation, regional aggregation, and interactive performance comparison.

    HTML

  2. daily-operations-exception-monitor daily-operations-exception-monitor Public

    Python workflow for detecting abnormal store operating intervals and generating Excel, Markdown, and JSON exception reports from synthetic data.

    Python

  3. trade-area-intelligence-bot trade-area-intelligence-bot Public

    Business district and competitor analysis workbench: store coverage, competition, promotions, marketplace metrics, comparison, and rule-based recommendations.

    JavaScript

  4. -suih29993-cmd -suih29993-cmd Public

  5. suih29993-cmd suih29993-cmd Public

    Portfolio overview: business analytics, data visualization, AI-assisted tools, and workflow automation.