At National Institute of Technology Warangal, I’m studying Control and Automation Engineering and developing a reinforcement-learning controller for nonlinear tank level control. I used MATLAB and Simulink to train DDPG/TD3 agents and compare them with PID controllers.
For an industrial equipment failure prediction project, I prepared sensor data and compared Logistic Regression, Random Forest, and XGBoost models. I also applied PCA and Isolation Forest to detect anomalous operating conditions.
I developed an artificial neural network for short-term energy consumption forecasting using TensorFlow. During my summer internship as a Process Engineer at Assam Petrochemicals Limited, I studied the Methanol Production Process and conducted process flow analysis.
