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Universities
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Scholarships
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Research
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Projects
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Activities
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Work Exp.

Souvik Ta
Chemical Engineering @ Western | 2021
PhD Student, Western University | Chemical Engineering with a focus on Artificial Intelligence
I'm Souvik, a chemical engineer turned data scientist. Currently, I am pursuing my PhD in engineering, with a specific focus on Artificial Intelligence (AI).
I did my Bachelors in Chemical Engineering at BITS Pilani in India where i got into AI based modelling and started a Doctoral program ...read more
Applied Universities
Academic Details from Current/Recent University
Education
CountryCanadaUniversityWestern UniversityIntake2021DegreePhDProgramChemical EngineeringSpecializations-
Scholarships
01 Doctoral Scholarship
My Research is fully funded
Research and Publications
Projects/Thesis
1
Modelling of Water Temperature in the Great LakesWestern University
Modelling of Water Temperature in the Great Lakes
Research Assistant
1
Process ControlWestern University
Graduate Research Assistant
Teaching Assistant
1
Process Control Dr Sohrab Rohani
- Teaching assistant for Process Control and adapted the lab procedure for in person labs after COVID - Conducted Process Control Labs for 52 students on tuning a PID controller on a simple system - Graded Final Lab reports and provided personalized feedback
Application Profile
Projects/Thesis
1
Modelling of Novel Geometries for Methane Combustors – Computational Fluid dynamicsBirla Institute of Technology and Science, Pilani
• Developed two dimensional computational models of methane combustors using ANSYS Fluent • Aim was to introduce turbulence in the fuel path and increase mixing to promote combustion • Turbulence was created by introducing Blunt Bodies of varying geometries and in different locations in the path of the fuel • Models with blunt bodies showed higher mass weighted temperatures and decreased NOx production • Introduction of secondary air inlets resulted in an even temperature distribution at the outlet Worked on: ANSYS Fluent and Design Modeller
2
Life Cycle Assessment of Thermochemical Conversion of BiomassBirla Institute of Technology and Science, Pilani
Vision: • Life Cycle Assessment of a biomass gasification system for Jatropha Biomass fuel being developed in BITS Pilani • Cradle-to-gate approach adopted from the Jatropha farm where it was harvested to the production of producer gas.The co-product Jatropha Oil was also accounted for • Assessment was done for the Jatropha Farming requirements and the Jatropha processing until it forms usable biomass and Gasification Data was taken from the Jatropha gasifier equipment in BITS Pilani • Global Warming Potential(GHGs) was lesser than conventional fuel pathways.Values of Particulate matter emissions and Non-renewable energy used were below baseline standards Worked on: GREET LCA software
Courses / Seminars
Coursera Neural Networks and Deep Learning
Coursera Machine Learning
Coursera Convolutional Neural Networks
fast.aideep learning
Coursera Sequence Models
Coursera Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Coursera Deep Learning Specialization
Extra-curricular Activities
01 Events team Head
Birla Institute of Technology and Science, Pilani
Work & Education
Work History
December 2019July 2019(5M) | Shell Intern Experimental and Analytical methods to quantify catalyst attrition in a fluidized bed reactor. • Performed experiments with 8 different spherical catalysts and supports in a fluidized bed reactor with varying operation time and fluidization velocities to measure attrition in catalysts • Developed an analytical method to predict attrition percent using particle size distributions • Implemented an alternate experiment,using Catalyst Grinderand Spheronizer, which reduced time and sample requirements of the experiment from 2-5 days to an hour | |
July 2019May 2019(2M) | Institute Of Chemical Technology Research Intern One-Dimensional Modelling of Blood Flow in the Arterial Tree - Computational Fluid Dynamics • The aim was to develop a model of the arterial tree to help doctors to rapidly diagnose diseased arteries in real time. • The model included 61 major arteries and the terminal arteries and would compute the pressure waveform and blood flow in the arterial tree • Primarily worked on modelling the terminal arteries in MATLAB using Lumped (Windkessel) Models • Modelled the Flow and Pressure Boundary conditions of the heart for input into the Aorta • Results from the terminal arteries model resembled actual behaviour of arteries and capillaries |
Education History
PresentAugust 2021(4Y) | PhD Chemical Engineering • Western University | |
July 2020August 2016(3Y, 11M) | Bachelors Chemical Engineering • BITS Pilani (9.0 Grade) |