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tapashsutradhar/README.md

Hi 👋

My name is Tapash Sutradhar.

I'm a Data Engineer | Data Scientist | Software Engineer

I build scalable data platforms, machine learning systems, and production-grade software that solve real business problems.

🔹 Python | Java | R | SQL | Airflow | Kafka | AWS | Power BI | Excel | Tableau | Machine Learning ML | Artificial Intelligence (AI)
🔹 Experience across Data Engineering, ML, Analytics, and Backend Systems
🔹 Passionate about automation, scalability, data-driven decision making and business problem solving using ai

I specialize in:

✔ Data Science / Data Analysis and Visualization
✔ Machine Learning and NLP
✔ Programming Language (Java,Python, R)
✔ Data Cleaning & Preparation
✔ AI Business Management
✔ Business Insights, Data storytelling & Reporting
✔ Artificial Intelligence


What I Do

  • Design and build end-to-end data pipelines (batch + real-time)
  • Develop ML models for risk, forecasting, and decision support
  • Create executive analytics dashboards for business leaders
  • Build reliable backend and system-level software

Featured Projects

  • Automated ML Data Pipelines (Airflow) – Production-grade ETL for ML workflows
  • Real-Time Data Engineering Pipeline – Kafka + AWS streaming system
  • Loan Default Risk Modeling – ML-driven credit risk analytics
  • E-Commerce Demand Forecasting – Large-scale time-series forecasting
  • HR Analytics Dashboard (Power BI) – Executive workforce insights
  • Linux System Resource Monitor (C++) – OS-level performance monitoring
# GitHub Repo Index :→
# tapashsutradhar-github-repository
├─ portfolio
│ └─ personal-website
├─ data-analyst-portfolio
│ ├─ amazon_sales_report_python
│ ├─ e-commerce_bi_dashboard
│ ├─ retail_sales_data_analysis
│ ├─ retail_data_analytics-end-to-end
│ ├─ data-analyst-capstone-project
│ └─ bank_loan_default_risk_analysis
├─ ai-machine-learning-projects
│ └─ ai_agent_qa_forecast
├─ embidded-system-automation-electrical
│ └─ projects
│   ├─ E-Bicycle_Speed_Controller
│   ├─ Electrical_Load_Power_Calculator
│   └─ Solar-Battery_System_Development
├─ resources
├─ roadmap
└─ documents

🧠 Why My Work Matters

I focus on business impact, not just models or code:

  • Reduced manual data processing by 70%
  • Improved inventory planning accuracy by 30%
  • Reduced loan default risk by 35%
  • Enabled real-time analytics and ML workflows

📌 Connect With Me

GitHub Link GitHub Icon GitHub Icon

📫 Let’s connect

Popular repositories Loading

  1. Bank_Loan_Default_Risk_Analysis Bank_Loan_Default_Risk_Analysis Public

    End-to-end analysis of bank loan default risk using historical lending data to identify key risk factors, assess borrower behavior, and support data-driven credit decisions.

    Jupyter Notebook 1

  2. tapashsutradhar.github.io tapashsutradhar.github.io Public

    Static site hosting with GitHub Pages

    HTML

  3. tapashsutradhar tapashsutradhar Public

    This is my GitHub Repository

  4. embedded-power-and-energy-systems-automation-projects embedded-power-and-energy-systems-automation-projects Public

    Python

  5. ai-quality-forecast ai-quality-forecast Public

    A collection of AI/ML projects including machine learning models, deep learning, NLP experiments, and applied AI use cases.

    Python

  6. resources resources Public

    A comprehensive repository collection of learning materials, notes, cheat sheets, templates, and useful references for programming, AI/ML, Data analytics and Coding Resources.