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Munishx01/README.md

Hi, I'm Munish Kumar ๐Ÿ‘‹

Data Analyst | BI Developer | Data Engineer | Python | SQL | Machine Learning | Advanced Excel | Tableau | Power BI
๐Ÿ“ Palampur, Himachal Pradesh | ๐Ÿ“ง mk611453@gmail.com


๐Ÿš€ About Me

Data Analyst with 2+ years of hands-on experience in data analysis,data engineering, machine learning, and business intelligence. I transform raw data into actionable insights that drive real business decisions.

  • ๐Ÿ’ผ Former Data Analyst at Bluestock Fintech
  • โšก Fun fact: I automated reporting workflows that saved 40% manual effort

๐Ÿ› ๏ธ Tech Stack

Languages
Python SQL

Data & ML
Pandas NumPy Scikit-learn Matplotlib Seaborn

Databases
MySQL PostgreSQL

BI & Visualization
Power BI Tableau Excel

Tools
Git GitHub Jupyter VS Code


๐Ÿ“‚ Featured Projects

End-to-end ML pipeline predicting customer churn with 85%+ accuracy

  • Built Logistic Regression, Random Forest & Gradient Boosting models (AUC: 0.765)
  • Performed EDA on 10,000 customer records with full feature engineering
  • Business cost optimization via custom threshold analysis (FN=$500 | FP=$50)
  • Professional dark-themed dashboard with 5 visualization panels

Stack: Python Scikit-learn Pandas Matplotlib Seaborn


Interactive analytics dashboard for 50,000 orders across 2 years

  • Analyzed โ‚น13.5M+ revenue across 8 categories, 5 regions, 4 channels
  • Year-over-Year comparisons with seasonal trend modeling
  • KPI scorecards, heatmaps, and regional performance breakdown
  • Automated ETL pipeline with Pandas + Power Query

Stack: Python Pandas Matplotlib Seaborn Power BI


๐Ÿ“ˆ GitHub Stats

Munish's GitHub Stats

Top Languages


๐Ÿ† Achievements

  • ๐ŸŽ“ GATE Qualified - Demonstrates strong analytical & problem-solving skills
  • โšก 40% reduction in reporting time through automation at Cognifyz Technologies
  • ๐Ÿ“Š Analyzed 100,000+ records using Python & SQL for business insights
  • ๐Ÿ“ฑ Built real-time dashboards enabling live business decision-making
  • ๐Ÿค– Achieved 85%+ accuracy in ML classification models

๐Ÿ“ซ Connect With Me

LinkedIn Email GitHub


"Data is the new oil โ€” I help businesses refine it into insights."

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  1. customer-churn-prediction customer-churn-prediction Public

    End-to-end ML pipeline โ€” Logistic Regression, Random Forest, Gradient Boosting 85%+ accuracy

    Python 1

  2. ecommerce-sales-dashboard ecommerce-sales-dashboard Public

    Interactive analytics dashboard โ€” 50K orders, Revenue trends, Regional KPIs, YoY analysis

    Python 1

  3. spotify-music-intelligence spotify-music-intelligence Public

    End-to-end Music Analytics Platform โ€” 15K tracks, 12 genres, K-Means archetype clustering, Gradient Boosting popularity prediction, 5 Spotify-themed dashboards | Python | Scikit-learn

    Python 1

  4. ipl-cricket-analytics ipl-cricket-analytics Public

    IPL Cricket Performance Intelligence โ€” 988 matches, 16 seasons, 5 dashboards covering team dominance, player stats, venue analysis & scoring evolution | Python | Pandas

    Python 1

  5. hr-attrition-analytics hr-attrition-analytics Public

    HR People Analytics โ€” 14K IBM-style employee records, attrition prediction with 87% recall, 5 workforce dashboards covering salary bands, tenure cohorts, overtime impact | Python | ML

    Python 1

  6. airline-flight-delay-analysis airline-flight-delay-analysis Public

    Airline Flight Delay Intelligence โ€” 6.2M+ flights, 14 airlines, 628 airports, seasonal patterns, on-time performance, delay cause analysis | Python | Pandas | Matplotlib

    Python 1