Karnesh Jain

Karnesh Jain

Process Engineer

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  • Timeline

  • About me

    Research Software Engineer

  • Education

    • University at Buffalo

      2012 - 2018
      Doctor of Philosophy (Ph.D.) Chemical Engineering
    • Malaviya National Institute of Technology Jaipur

      2005 - 2009
      Bachelor of Technology (B.Tech.) Chemical Engineering
  • Experience

    • Mangalore Refinery & Petrochemicals LTD - India

      Jul 2009 - Jul 2012
      Process Engineer

      ▪ Supervised implementation of statistical data reconciliation tool “Production balance” from Honeywell International Inc., India. The project aimed at implementing a real-time database management system. This project helped in increasing the profitability by $0.5M.▪ Created a SQL database for identifying production losses.

    • University at Buffalo

      Jan 2013 - Apr 2019

      ▪ Developed a probabilistic Monte Carlo algorithm to study wetting phenomena for enhanced oil recovery. ▪ Developed a high-performance parallel Monte Carlo simulation package in FORTRAN to study phase and interfacial behavior of complex fluids.▪ Created a workflow for running Etomica (Java) and LAMMPS (C++) consecutively to optimize the molecular simulation algorithm for computing wetting properties.▪ Automated data analysis of large data sets (~600 GB) using bash scripts and python libraries to acquire thermodynamic properties. Show less

      • Volunteer Research Assistant

        Sept 2018 - Apr 2019
      • PHD

        Aug 2012 - Sept 2018
      • Teaching Assistant

        Jan 2013 - Dec 2013
    • University of North Dakota

      May 2019 - Mar 2021
      Postdoctoral Research Fellow

      ▪ Investigated folding of protein implicated in Parkinson's disease using replica exchange molecular dynamics▪ Built deep learning algorithms (image classification) for improving cancer tumor prediction.▪ Built a python library that enables researchers to perform Monte Carlo simulations.▪ Mentored graduate students on scientific software troubleshooting and data analysis.

    • The University of Alabama

      Apr 2021 - now
      Research Software Engineer

      ▪ Developed a deep learning (convolutional neural network) model for multi-label image classification of 2-D materials with 90% accuracy.▪ Developed efficient pipeline to query and visualize from large dataset (4.1 TB) of National Water Model simulation data from Google Cloud Platform that decreases query time by 40%. ▪ Designed and built a web application for displaying soil moisture data from the random forest regression model.▪ Developed GIS web application using Django for interactive visualization of National Snow Model data generated using artificial neural network model and deploying it using multi-Docker container. ▪ Developing agent-based modeling software (NarcoLogic) to model narco-trafficking networks and counterdrug interdiction forces. ▪ Aided in troubleshooting of C++ software package with embedded decision tree-based Python script. ▪ Designed a database (CouchDB) to store materials properties obtained from running Monte Carlo simulations. Show less

  • Licenses & Certifications

  • Volunteer Experience

    • Organizing member

      Issued by Computational Sciences club on Apr 2015
      Computational Sciences clubAssociated with Karnesh Jain
    • Organizing Committee member

      Issued by Malaviya National Institute of Technology Jaipur on Apr 2008
      Malaviya National Institute of Technology JaipurAssociated with Karnesh Jain
    • Senator

      Issued by CBE - Graduate Student Association on Aug 2014
      CBE - Graduate Student AssociationAssociated with Karnesh Jain