SivaKumar R

Education

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  Kendriya vidyalaya

  2003 - 2015

  Schooling

  Activities and Societies: Athletics and Football

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  Indian Institute of Technology, Guwahati

  2019 - 2021

  Master's degree Biotechnology

  Activities and Societies: Inter Hostel Football, Marketing core member at Research conclave Quantitative statistics(Probability & statistics), Physical Biology (Applied physics-biology), Bioprocess modelling, MATLAB programming.Thesis Work: Developed a Hybrid-model based soft-sensor that takes real-time data of hardware sensors and uses pre-trained AI model (trained using Artificial Neural Networks & Recurrent neural networks- Long Short Term Memory models) to predict the future trajectories in a bio-manufacturing process. The results of which were published in the Journal of… Show more Quantitative statistics(Probability & statistics), Physical Biology (Applied physics-biology), Bioprocess modelling, MATLAB programming.Thesis Work: Developed a Hybrid-model based soft-sensor that takes real-time data of hardware sensors and uses pre-trained AI model (trained using Artificial Neural Networks & Recurrent neural networks- Long Short Term Memory models) to predict the future trajectories in a bio-manufacturing process. The results of which were published in the Journal of Bioprocess Engineering & Biotechnology. Show less

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  St Peter's College of Engineering and Technology

  2015 - 2019

  Bachelor's degree Biotechnology

  Activities and Societies: Batch Representative (3 consecutive years), Placement Coordinator (year 2019), President of Departmental Tech fest (years 2017 & 2018)

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  Indian Institute of Technology, Delhi

  2021 - 2022

  Research Scholar Chemical and Biomolecular Engineering

  Was involved in Projects that involved programming / computational modelling of bio-manufacturing processes. Implemented Unsupervised Machine learning methods to bio-manufacturing domain. Was enrolled in Process data Analytics course-Learnt ML algorithms in depth. Went on to implement differential simulation in bioprocessing kinetics.