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  • Open to Internship / Full-Time Roles
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ayushmandas29/README.md

👋 Hi, I'm Ayushman Das

Aspiring Data Analyst / Machine Learning Engineer passionate about building end-to-end data solutions — from raw data processing to deployment. I specialize in analytics dashboards, predictive modelling, SQL data pipelines, and MLOps deployments.

🔍 What I Do

  • Data analytics & business insights using Python, Pandas, NumPy
  • Machine learning for prediction & classification problems
  • Interactive dashboards using Streamlit / Power BI
  • SQL-based data processing & ETL pipelines
  • Deploying ML apps using Streamlit Cloud / Render / Azure

🚀 Featured Project

Telco Customer Churn Analytics & Prediction

Live ML dashboard to analyze telecom churn and predict customer exit probability.
🔗 Live App: https://telco-customer-churn-analytics-and-prediction-no2yxxrc4mnzgyun.streamlit.app/
📌 GitHub Repo: https://github.com/ayushmandas29/Telco-Customer-Churn-Analytics-and-Prediction

🛠 Technical Skills

Category Tools
Programming Python, SQL
ML / Data Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn
Visualization Streamlit, Power BI, Plotly
Databases PostgreSQL, MySQL
Deployment Streamlit Cloud, GitHub, Azure (learning)
Other Git, Jupyter Notebook

📈 Current Focus

  • Building a multi-project portfolio in Data Analytics + ML
  • Improving deployment & CI/CD skills
  • Preparing for entry-level data/AI roles

📫 Contact

Open to collaborations on ML, analytics, and dashboarding projects.

Pinned Loading

  1. sentiment-analysis-transformer sentiment-analysis-transformer Public

    Sentiment analysis using a pre-trained Transformer model (DistilBERT) with HuggingFace pipelines. Includes custom dataset, predictions, evaluation metrics, and visualizations.

    Jupyter Notebook 1

  2. Exoplanet-Detection-using-Deep-Learning Exoplanet-Detection-using-Deep-Learning Public

    Detecting Exoplanets using NASA Kepler Light Curves + Deep Learning

    Jupyter Notebook 1

  3. Retail-SQL-Analytics Retail-SQL-Analytics Public

    Retail sales analysis using SQL (schema, realistic dataset, analysis queries)

    1

  4. System-Maintenance-Suite System-Maintenance-Suite Public

    A Bash-based automated system maintenance tool for backups, updates, and log monitoring.

    Shell 1

  5. weather-cli weather-cli Public

    A simple Python CLI Weather App using wttr.in

    Python 1

  6. Telco-Customer-Churn-Analytics-and-Prediction Telco-Customer-Churn-Analytics-and-Prediction Public

    Customer churn prediction and analytics dashboard using Python, Machine Learning & Streamlit.

    Jupyter Notebook 1