Final Year B.E. CSE Student | Aspiring Data Analyst | Python, AI & ML Enthusiast
Hello! I’m Jenat Caroline, a final-year B.E. Computer Science and Engineering student passionate about data analytics, artificial intelligence, and machine learning, and solving real-world problems with technology. My goal is to start my career as an analyst or developer where I can contribute to impactful projects and grow as a professional.
Analyzed historical drug distribution data to detect movement patterns. Built interactive dashboards for trend forecasting and insights. Improved regional forecasting accuracy and decision-making with data visualization.
Developed an AI-driven system for automated irrigation and fertigation. Used sensors to monitor soil and data in real time. Applied ML models to optimize water and fertilizer use for crops.
Developed a machine learning-based system that predicts future temperature and rainfall using LSTM and recommends suitable crops using XGBoost. The model integrates weather forecasts with soil parameters (N, P, K, pH, moisture) to support data-driven farming decisions. Evaluated using MSE, RMSE, Accuracy, Precision, Recall, and F1-score to ensure reliable performance.
📧 Email: mjcaroline10@gmail.com
🔗 LinkedIn: linkedin.com/in/jenat-caroline
💻 GitHub: github.com/Jenat1210