About Me
Hello — my name is Kreetika Rana. I'm a Computer Science student who enjoys building websites
and solving programming problems.
Education
| Degree |
Institution |
Year |
| B.E. CSE |
Thapar Institute of Engineering and Technology, Patiala |
2023–2027 |
Skills
- C++ / C
- Python
- HTML, CSS, JavaScript
- OOPs, SQL
Projects
Customer Churn Prediction
- Developed ML models (Logistic Regression, Random Forest, XGBoost) to predict customer churn.
- Evaluated models using accuracy, precision, recall, F1-score, ROC-AUC and selected the best model.
- Visualized churn patterns using Matplotlib & Seaborn to inform business decisions.
IoT-Based Smart Traffic Management System
- Built a YOLO-based object-detection + ROI tracking system to monitor vehicles and optimize signal timing.
- Calculated KPIs: average waiting time, average vehicle speed, congestion level under dynamic traffic loads.
- Designed a live dashboard in Power BI / Tableau to visualize traffic insights for city administrators.
