Turning raw data into decisions that matter
I'm a data enthusiast passionate about uncovering patterns hidden in data and translating them into actionable insights. I enjoy working across the full analytics-to-ML pipeline — from writing efficient SQL queries to building and evaluating machine learning models.
- 🔭 Currently building: Customer Churn Prediction (ML · medical device manufacturing context)
- 🌱 Sharpening: SQL window functions, feature engineering, model evaluation
- 🎯 Target roles: Data Scientist / Data Analyst
- 📍 Based in: Bengaluru, India
- 💡 I believe: Clean data beats fancy models every time
Languages & Querying
Data & ML
Tools & Environment
Predicting customer churn in a medical device manufacturing context using classification models.
Python·Scikit-learn·Pandas·EDA·Feature Engineering
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A collection of real-world SQL problems covering window functions, CTEs, subqueries, and aggregations.
SQL·PostgreSQL·Window Functions
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- different ML models and their use cases
- Advanced probablilty and Statistics for data science