Manash Jyoti Deka

About Manash Jyoti Deka

I have worked in various energy systems such as photovoltaic panels, photovoltaic thermal systems, cold plasma reactors, phase change material production and energy harvesting. With the previous knowledge of B. tech in mechanical engineering and current knowledge of M. tech in energy science and technology i am developing various machine learning models using both MATLAB and python for different energy systems for predicting the performances and enhancing it by understanding the underlying relations of influencing factors and output parameters. Also i am developing various statistical models for optimization according to the single and multiple objective optimization with the help of various models including response surface methodology, TAGUCHI method and mix models. My understanding in various energy devices helps me in choosing correct ML model that suits the energy device. I have also done CFD simulation in ANSYS based on the models i have designed which includes IC engine, heat exchanger, photovoltaic panel in CATIA and SOLIDWORKS. With the experiences i have gained till now I would like to move towards the field of Artificial Intelligence, Machine Learning and Deep learning and make better decisions for enhancing the performance of various energy devices. I also love to read books on a regular basis for self improvement. Being flexible and easily communicable is in my nature. Currently i am looking forward to work in energy industries that involves Artificial intelligence and machine learning.

Experience

1. Transaction Risk Investigator

   Amazon

   Aug 2023 — Present · Bengaluru, IN

Education

• Rajiv Gandhi Institute of Petroleum Technology (RGIPT)

  Master of Technology - MTech

  2021 — 2023

• Jorhat Institute of Science & Technology

  Bachelor of Engineering - BE

  2016 — 2020