Third Year Computer Engineering Student · Data Science Enthusiast · ML Explorer
I'm a Third-year Computer Engineering student passionate about turning raw data into meaningful insights. I enjoy building regression models, analyzing multicollinearity, reducing overfitting, and applying statistical techniques to real-world datasets.
- 🎓 B.E. Computer Engineering (3rd Year)
- 🔭 Currently working on advanced regression & regularization techniques
- 🌱 Learning ElasticNet, advanced regularization, and production-ready ML pipelines
- 💡 Interested in regression modeling, model generalization, and applied ML
- 📫 Reach me at divyajagtap28@gmail.com
Languages
Data Science & ML
Databases & Visualization
Deployment
Tools
| Project | Description | Tech |
|---|---|---|
| 🎓 Student Placement Salary Prediction | Predicts placement salary using Linear/Ridge/Lasso Regression with GridSearchCV tuning, VIF multicollinearity diagnostics & Lasso feature selection — live demo | Python, scikit-learn, Streamlit |
| 💼 Salary Prediction | Predicts salary from years of experience using SLR — R² of 0.90 | Python, scikit-learn |
| 📈 Profit Prediction | Multiple linear regression with OLS & Backward Elimination | Python, Statsmodels |
| 🚗 Car Weight Prediction | Comparative study of OLS, Ridge & Lasso with bias–variance analysis | Python, scikit-learn |
| 📚 Amazon Books Analysis | Web scraping, data cleaning & visualization of Amazon Best Sellers | Python, Pandas |
| 🤖 Robo Speaker | Windows-safe Python voice assistant with keyword-based responses | Python, pyttsx3 |
ACMXPCCOER Student Chapter — Association for Computing Machinery, PCCOER Student Chapter
- Social Media Head (2025 – Present) — Leading social media strategy and content for the chapter
- Social Media Member (2024 – 2025) — Contributed to content creation and community engagement
- Advanced regularization methods
- Cleaner, production-ready ML pipelines
- Deepening statistical foundations for machine learning
"Turning data into decisions, one model at a time."