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Munishx01/README.md

Hi, I'm Munish Kumar 👋

Data Analyst | Python | SQL | Machine Learning | Advanced Excel | Tableau | Power BI
📍 Palampur, Himachal Pradesh | 📧 mk611453@gmail.com


🚀 About Me

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

  • 💼 Former Data Analyst Intern at Cognifyz Technologies
  • ⚡ Fun fact: I automated reporting workflows that saved 40% manual effort

🛠️ 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


📂 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 ₹13.5M+ 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


📈 GitHub Stats

Munish's GitHub Stats

Top Languages


🏆 Achievements

  • 🎓 GATE Qualified - Demonstrates strong analytical & problem-solving skills
  • 40% reduction in reporting time through automation at Cognifyz Technologies
  • 📊 Analyzed 100,000+ records using Python & SQL for business insights
  • 📱 Built real-time dashboards enabling live business decision-making
  • 🤖 Achieved 85%+ accuracy in ML classification models

📫 Connect With Me

LinkedIn Email GitHub


"Data is the new oil — I help businesses refine it into insights."

@Munishx01's activity is private