RESUME
Experience
2022 - Present
Specialist - Digital Twin
Bosch Digital Twin Industries
Bengaluru, India
Making turbomachines speak by fusing physics and artificial intelligence
Responsible for customer solutioning and intelligence ecosystem development for
Digital Twin - Integrated Asset Performance Management (Grow incubated startup)
Achieved digital transformation for customers through technical consultation and
efficient solution construct design for their industrial turbomachines
Led a team of data scientists & integrated concepts of hybrid modelling and
synthetic data generation into the scalable templates of the digital twin
2018 - 2022
Doctoral Candidate
Indian Institute of Technology , Madras
Chennai, India
Establishing structure-property correlations using materials informatics principles
Investigating the applications of machine learning in material science to predict damage behavior with uncertainty quantification. This will majorly focus on reducing material design to product commercialization time
In our work, we are focussing on developing the reduced-order damage prediction models for Dual-Phase steels. The microstructure and hardening sensitive reduced-order model is based on the random forest regression method. To further explore the DP steel microstructures space, a similar microstructure dataset is generated via Generative Adversarial Networks (GAN) and further quantification on similarity and physical awareness was evaluated.
2015 - 2018
Assistant Manager - Product Design and Development
Kirloskar Brothers Limited
Pune, India
Designed and developed large vertical turbine pumps as fluid management solutions. Assisted in new and value-engineered product design projects
Strategized inputs and implemented an action plan for deploying business decisions under four major pillars, namely Cost, Technology, Process, and Delivery
Manufactured cast iron and special grade castings for various pump and turbine components. Optimized in process-related variables for ensuring productivity in manufacturing operations
Education
2018 - 2022
Indian Institute of Technology, Madras
Integrated Doctoral Programme (M.S. + Ph.D.) in Metallurgical and Materials Engineering
Chennai, India
Major courses completed are as follows
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Mechanical behavior of materials
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Numerical methods in Thermal Engineering
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Product Reliability
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Process Optimization
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Machine Learning in Civil Engineering
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Mathematical foundations of Data Sciences
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Advanced Phase Transformations
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Engineering Plasticity
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Introduction to research
Conferences/ Workshops:
Selected for presenting work titled 'Comparison of PCA and MDS for microstructure-mechanical property evaluation' at 5th International Congress on 3D Materials Science (3DMS 2022), U.S.A
Attended online workshop on 'Artificial Intelligence for Material Design (AIMD 2020)' organized by IIT Bombay
2011 - 2015
Visvesvaraya National Institute of Technology
Bachelor of Technology in Metallurgical and Materials Engneering
Nagpur, India
Major courses completed are as follows
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Engineering Physical Metallurgy
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Metallurgical Thermodynamics
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Characterization of Materials
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Ceramic and Polymeric Materials
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Electrical and Magnetic Materials
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Joining of Materials
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Light Metal Alloys
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Composite Materials
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Structural Metallurgy
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Surface Engineering
Conferences/ Workshops:
Presented work titled 'Selection of ion exchange resin for purification of liquid waste generated in uranium extraction process' at Metallurgical and Materials Engineering Students’ Symposium (2014)