Improved sales accuracy by 25% via analysis of Kaggle datasets using Python,and MySQL. Leveraged NumPy, Pandas, and Matplotlib for data preprocessing, visualization, and trend analysis. Delivered actionable insights that enhanced data-driven decision-making, optimized e-commerce strategies, and boosted operational performance, driving measurable improvements in accuracy.
Developed a Python-based Tic Tac Toe game with over 150 lines of modular code, enhancing readability and scalability. Optimized game logic and implemented robust error-handling mechanisms, reducing runtime errors by 30%. Incorporated features like dynamic player input validation and intuitive win-check algorithms for a seamless user experience.
Analyzed data from 150,000+ electric vehicles, highlighting EV types (BEV vs. PHEV), top 10 vehicles by make/model, state-wise distribution, average electric range, and CAFV eligibility. Using dynamic Tableau visualizations, this project provides actionable insights on trends in the electric vehicle market for stakeholders in the mobility ecosystem.
The Employee Data Analysis Dashboard is a cutting-edge project that provides businesses with a comprehensive tool for analyzing employee data. This project delivers detailed insights into employee performance, engagement, and productivity, enabling businesses to make data-driven decisions and enhance their overall organizational performance.
This healthcare project delves into a real-world dataset featuring variables like gender, age, hypertension, heart disease, smoking history, BMI, HbA1c levels, blood glucose, and diabetes status. Reflecting the complexity of healthcare data, it's an opportunity to showcase and enhance SQL skills. The report employs SQL to extract insights, contributing to predictive healthcare analytics.
The HR Data Analytics project employs Power BI and Excel for comprehensive human resources data analysis. Offering insights into hiring trends, employee performance, and key HR metrics, this tool is essential for businesses looking to optimize HR processes with its user-friendly interface and customizable dashboards.