– Designed and developed an LSTM model to predict occurrences of breakout by analyzing noisy sensor data in real time, in-turn preventing shutdown of manufacturing process. Successfully predicted breakouts with an accuracy of 97%. – Presented research at IEEE HYDCON and published in the IEEE journal.