Akshay Subramaniam
Battery Modeling Scientist at BattGenie Inc.- Claim this Profile
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English Native or bilingual proficiency
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Hindi Native or bilingual proficiency
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Marathi Limited working proficiency
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Tamil Limited working proficiency
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Bio
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Experience
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BattGenie Inc.
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United States
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Renewables & Environment
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1 - 100 Employee
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Battery Modeling Scientist
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Sep 2023 - Present
• Develop full and reduced-order electrochemical models for commercial batteries. • Implement electrochemical models for commercial LFP cells. • Validate electrochemical models with experimental cell data. • Develop strategies for model parameterization from experimental data. • Plan and coordinate with experimental collaborators for cell teardown studies to determine select model parameters. • Analyze data from measurement experiments and calculate model parameter values. •… Show more • Develop full and reduced-order electrochemical models for commercial batteries. • Implement electrochemical models for commercial LFP cells. • Validate electrochemical models with experimental cell data. • Develop strategies for model parameterization from experimental data. • Plan and coordinate with experimental collaborators for cell teardown studies to determine select model parameters. • Analyze data from measurement experiments and calculate model parameter values. • Work with other engineers to integrate electrochemical models into BMS and support algorithm development. Show less • Develop full and reduced-order electrochemical models for commercial batteries. • Implement electrochemical models for commercial LFP cells. • Validate electrochemical models with experimental cell data. • Develop strategies for model parameterization from experimental data. • Plan and coordinate with experimental collaborators for cell teardown studies to determine select model parameters. • Analyze data from measurement experiments and calculate model parameter values. •… Show more • Develop full and reduced-order electrochemical models for commercial batteries. • Implement electrochemical models for commercial LFP cells. • Validate electrochemical models with experimental cell data. • Develop strategies for model parameterization from experimental data. • Plan and coordinate with experimental collaborators for cell teardown studies to determine select model parameters. • Analyze data from measurement experiments and calculate model parameter values. • Work with other engineers to integrate electrochemical models into BMS and support algorithm development. Show less
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The University of Texas at Austin
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United States
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Higher Education
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700 & Above Employee
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Postdoctoral Researcher
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Mar 2022 - Jul 2023
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University of Washington
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United States
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Higher Education
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700 & Above Employee
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Graduate Student Researcher
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Sep 2016 - Jul 2021
I completed my PhD at the M.A.P.L.E. and EMI labs at UW Chemical Engineering. I worked with Professor Venkat Subramanian and Professor Dan Schwartz on the mathematical modeling of electrochemical systems. My work is a combination of electrochemical model development and the application of numerical techniques to enable computationally efficient simulations of current and next-generation battery systems. These approaches are attractive for battery design, optimization, parameter estimation… Show more I completed my PhD at the M.A.P.L.E. and EMI labs at UW Chemical Engineering. I worked with Professor Venkat Subramanian and Professor Dan Schwartz on the mathematical modeling of electrochemical systems. My work is a combination of electrochemical model development and the application of numerical techniques to enable computationally efficient simulations of current and next-generation battery systems. These approaches are attractive for battery design, optimization, parameter estimation, and real-time control in a wide range of applications such as electric transportation, consumer electronics, and grid-scale storage. Show less I completed my PhD at the M.A.P.L.E. and EMI labs at UW Chemical Engineering. I worked with Professor Venkat Subramanian and Professor Dan Schwartz on the mathematical modeling of electrochemical systems. My work is a combination of electrochemical model development and the application of numerical techniques to enable computationally efficient simulations of current and next-generation battery systems. These approaches are attractive for battery design, optimization, parameter estimation… Show more I completed my PhD at the M.A.P.L.E. and EMI labs at UW Chemical Engineering. I worked with Professor Venkat Subramanian and Professor Dan Schwartz on the mathematical modeling of electrochemical systems. My work is a combination of electrochemical model development and the application of numerical techniques to enable computationally efficient simulations of current and next-generation battery systems. These approaches are attractive for battery design, optimization, parameter estimation, and real-time control in a wide range of applications such as electric transportation, consumer electronics, and grid-scale storage. Show less
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Indian Institute of Technology, Bombay
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India
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Higher Education
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700 & Above Employee
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Graduate Student
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Jul 2014 - Jul 2016
Recipient of the Tata Fellowship for Graduate Students. My main thesis project involved the development of a microfluidic platform technology for protein-based disease detection. Also contributed to other research, design and course mini-projects. Recipient of the Tata Fellowship for Graduate Students. My main thesis project involved the development of a microfluidic platform technology for protein-based disease detection. Also contributed to other research, design and course mini-projects.
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KBR, Inc.
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United States
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IT Services and IT Consulting
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700 & Above Employee
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Associate Technical Professional - Process
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Jul 2013 - May 2014
Process design for KBR's SCORE olefins technology. Was part of the Petrochemicals group at KBR's main India office. Got acquainted with basic process design activities pertaining to the SCORE olefins technology. Contributed towards Basic Engineering and value proposal documents for SCORE ethylene plants. Process design for KBR's SCORE olefins technology. Was part of the Petrochemicals group at KBR's main India office. Got acquainted with basic process design activities pertaining to the SCORE olefins technology. Contributed towards Basic Engineering and value proposal documents for SCORE ethylene plants.
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Alkyl Amines Chemicals Limited
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India
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Chemical Manufacturing
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1 - 100 Employee
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Summer Intern
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May 2012 - Jun 2012
Summer Internship at their main manufacturing facility. Observed and understood various plant unit operations, process equipment, and general plant operating concepts. Was part of several group projects encompassing process equipment design, modelling and troubleshooting. Some of the projects I contributed in include: 1. Troubleshooting of a multi-component condenser 2. Hydraulics calculations to determine the requirements and specifications for a water supply pump 3. Process… Show more Summer Internship at their main manufacturing facility. Observed and understood various plant unit operations, process equipment, and general plant operating concepts. Was part of several group projects encompassing process equipment design, modelling and troubleshooting. Some of the projects I contributed in include: 1. Troubleshooting of a multi-component condenser 2. Hydraulics calculations to determine the requirements and specifications for a water supply pump 3. Process design of a vapour-liquid separator 4. Heat transfer calculations for a cooling crystalliser Show less Summer Internship at their main manufacturing facility. Observed and understood various plant unit operations, process equipment, and general plant operating concepts. Was part of several group projects encompassing process equipment design, modelling and troubleshooting. Some of the projects I contributed in include: 1. Troubleshooting of a multi-component condenser 2. Hydraulics calculations to determine the requirements and specifications for a water supply pump 3. Process… Show more Summer Internship at their main manufacturing facility. Observed and understood various plant unit operations, process equipment, and general plant operating concepts. Was part of several group projects encompassing process equipment design, modelling and troubleshooting. Some of the projects I contributed in include: 1. Troubleshooting of a multi-component condenser 2. Hydraulics calculations to determine the requirements and specifications for a water supply pump 3. Process design of a vapour-liquid separator 4. Heat transfer calculations for a cooling crystalliser Show less
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Education
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University of Washington
Doctor of Philosophy (PhD), Chemical Engineering -
University of Washington
Master's degree, Chemical Engineering -
Indian Institute of Technology, Bombay
Master of Technology (M.Tech.), Chemical Engineering -
Institute Of Chemical Technology
Bachelor's degree, Chemical Engineering