Hi, I'm Kamal 👋
🎓 MCA @ JNTUH (CGPA: 8.7)
📊 Aspiring Data Science & Machine Learning Engineer
💡 Strong foundation in Mathematics (TS ICET Rank 196)
🧠 Skilled in building end-to-end ML pipelines
🚀 Passionate about solving real-world problems using data
🔭 Currently working on: Machine Learning & Model Deployment
💻 Tech Focus: Data Science, ML, Predictive Analytics
📚 Strong in: Python, SQL (MySQL)
✔️ Data Preprocessing & Feature Engineering
✔️ Model Building (Regression & Classification)
✔️ Model Optimization (GridSearchCV, Cross Validation)
✔️ Deployment using Streamlit
- Built ML models using soil & weather data (Kaggle)
- Used KNN, Gradient Boosting & Voting Regressor
- Applied feature scaling & handled multicollinearity
- Identified key factors like Rainfall & Soil pH
- Analyzed ~900 clinical records with EDA
- Built Logistic Regression model
- Deployed using Streamlit for real-time predictions
