Hi, I’m Souryadeep Singha

Data Scientist with strong experience in Machine Learning, Data Engineering, and analytics. I build end-to-end data solutions — from raw data to insights and deployable ML models.

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About Me

I currently work as a Data Scientist, with hands-on experience in building machine learning models, designing ETL pipelines, and working with cloud-based data platforms. My background spans analytics, consulting, and engineering, enabling me to approach problems with both business and technical perspectives.

Skills

Machine Learning

Regression, Classification, Model Evaluation, Feature Engineering

Data Engineering

ETL Pipelines, PySpark, Databricks, Cloud Storage

Programming

Python, SQL, Pandas, NumPy

Visualization

Power BI, Tableau, Matplotlib, Seaborn

Projects

House Price Prediction

Built a regression model to predict housing prices using structured data, feature engineering, and model tuning.

Credit Card Fraud Detection

Implemented classification models to detect fraudulent transactions, focusing on class imbalance and recall optimization.

ETL Pipeline on Cloud

Designed and implemented an end-to-end ETL pipeline using PySpark and cloud object storage.