📚 Projects

Project Link	Area	Tools	Project Description
Sales Analyzer	CI/CD, Software packaging	Python, GitHub Actions	A Python package for retail sales analysis, offering functions to identify market segments, predict future sales, and analyze seasonal revenue trends. Targeted at small to medium-sized businesses without in-house analytics teams, the package simplifies common sales-related tasks.
Heart Disease Predictor	Automated data science workflows	Python, Docker, Makefile	Models built using decision trees and logistic regression to predict heart disease based on health-related features. Achieved an accuracy of 84.4%. Includes feature analysis and plans to incorporate ensemble methods for enhanced performance.
Price Elasticity Estimation Using Double ML	Time-Series Analysis, Causal inference	Python, Jupyter Notebook	Analyzes supermarket scanner data to estimate price elasticity of orange juice. Explores how past prices affect current sales, demonstrating a significant price inelasticity. Calculates optimal markup rates using both linear regression and double machine learning techniques.

🛠️ Tools

Language: SQL, Python, R

Database: PostgreSQL, MySQL, MongoDB

Visualization: Power BI, Tableau, Shiny

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