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Umang0210/README.md

Umang Garg ๐Ÿ“Š

Data & Analytics professional working on real-world problems across analysis, automation, dashboards, and applied machine learning.

I focus on building end-to-end data systems โ€” from raw data ingestion to insights, models, and decision-ready outputs.


๐Ÿง  Core Competencies

  • ๐Ÿ“ˆ Data analysis & exploratory data analysis (EDA)
  • ๐Ÿงฎ SQL querying & data modeling
  • ๐Ÿ“Š Business analytics, KPI tracking & reporting
  • ๐Ÿค– Machine learning (regression, classification, evaluation)
  • โš™๏ธ Workflow automation & process optimization
  • ๐Ÿงน Data cleaning, validation & transformation
  • ๐ŸŽฏ Translating business problems into data solutions

๐Ÿ› ๏ธ Tech Stack

๐Ÿ’ป Programming & Query Languages

  • Python
  • SQL

๐Ÿค– Data Science & Machine Learning

  • Pandas
  • NumPy
  • Scikit-learn
  • Statsmodels

๐Ÿ“Š Analytics & BI

  • Power BI
  • Advanced Excel (formulas, pivots, automation)
  • Trend analysis & KPI monitoring

๐Ÿ—„๏ธ Databases

  • MySQL
  • MongoDB

โš™๏ธ Automation & Engineering Tools

  • n8n
  • Docker
  • Git & GitHub

๐Ÿ“Œ Project Areas

  • ๐Ÿ“Š Data Analytics Projects
    Business-focused analysis with measurable KPIs and insights.

  • ๐Ÿค– Machine Learning Implementations
    Practical ML models with proper preprocessing and evaluation.

  • โš™๏ธ Automation Systems
    Workflow orchestration, alerts, and operational optimization.

Each repository includes a clear problem statement, methodology, and outcome.


๐ŸŽฏ Current Focus

  • ๐Ÿงฎ Advanced SQL & data modeling
  • ๐Ÿ“Š Industry-grade analytics projects
  • โš™๏ธ Operations & reporting automation
  • ๐Ÿงฑ Writing cleaner, reproducible, production-ready code

๐Ÿ”Ž How to Read This Profile

  • โญ Start with pinned repositories
  • ๐Ÿ“„ Read the project README before the code
  • ๐ŸŽฏ Focus on outcomes, not just notebooks

๐Ÿ“ซ Contact

  • ๐Ÿ”— LinkedIn: add-your-link-here
  • ๐Ÿ“ง Email: add-your-email-here

Pinned Loading

  1. Amazon-Sales-Analysis-Dashboard-Power-BI Amazon-Sales-Analysis-Dashboard-Power-BI Public

    A complete end-to-end Power BI project analyzing Amazonโ€™s sales performance โ€” including $2.18M+ YTD revenue, 28K+ units sold, 19.4M+ reviews, category trends, product-level insights, and monthly deโ€ฆ

  2. Business_Landscape_Analysis-Indian_Company_Data_Insights Business_Landscape_Analysis-Indian_Company_Data_Insights Public

    Python 7

  3. DRAINAGE_SYSTEM DRAINAGE_SYSTEM Public

  4. Personal-Portfolio Personal-Portfolio Public

    CSS