Soham Sachin Purohit

Soham Sachin Purohit

he/him

Interested in reinforcement learning, multi-robot systems, and control theory

Industry Experience

Advanced Engineering Intern - Powertrain

Isuzu Technical Center of America

• Assisted in the development (MiL/HiL) of the temperature control of the after-treatment system (ATS) of a commercial diesel engine using Model Predictive Control (MPC) to reduce NOx emissions and optimize fuel injection
• Improved MPC controller results by modifying problem setup in Simulink and modifying the problem formulation for the real-time custom solver tool FORCESPRO, bringing the results closer to the baseline
• Set up CAN communication protocol between ECU and PC, and developed and flashed MPC control algorithm on ECU for HiL testing

Machine Learning Intern

Lateetud

• Performed a comparative study of 5 different deep learning, machine learning, and image processing methods for the automatic identification of 11 different US tax forms
• Integrated EAST, a deep neural network architecture, with Tesseract OCR for 95%+ accuracy