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Abhishek DhimanAD
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Abhishek Dhiman

@abhishekdhiman

Research Associate (PhD) at Brandenburg Technical University developing neural-network data compression and reconstruction for virtual reality.

Germany
Message

At Brandenburg Technical University, I work on virtual engine development using artificial intelligence methods with Rolls-Royce. My research includes neural networks for streaming data and a pipeline for compressing and reconstructing numerical data for virtual reality visualization.

I also work on training neural networks with high-volume, high-frequency numerical data and integrating virtual reality for scientific visualization. The work includes concurrent simulation and neural-network training.

At Siemens Energy AB, I developed a FORTRAN 95 nearest-neighbour search algorithm for mapping 3D CFD data from high to low resolution. I also made the algorithm compatible with high-performance computing resources.

At Accenture, I developed Python backend software and REST APIs for the Data Catalogue, and contributed to vulnerability fixes. I helped automate more than 50% of the corresponding release and worked on the Accenture INTIENT Platform, graph-database data management, and Google Cloud deployments.

Experience

Work history, roles, and key accomplishments

SA

Master Thesis Student

Siemens Energy AB

Jan 2024 - Jun 2024 (5 months)

Developed a nearest neighbour search method for 3D data mapping of CFD data using FORTRAN 95, with compatibility for HPC resources.

Education

Degrees, certifications, and relevant coursework

Brandenburg Technical University logoBU

Brandenburg Technical University

Doctorate, Artificial Intelligence

2024 -

Doctoral research on virtual engine development using artificial intelligence methods, focusing on concurrent data compression and reconstruction using neural networks for VR visualization.

Linköping University logoLU

Linköping University

Master of Science, Aeronautical Engineering

2022 - 2024

Master of Science in Aeronautical Engineering, a two-year program comprising 120 credits.

IBM logoIB

IBM

Professional Certificate, Data Science

2021 - 2021

Professional certificate in Data Science, an 11-month program completed via Coursera.

Cornell University logoCU

Cornell University

Certificate, Engineering Simulations

2020 - 2021

Verified certificate for a hands-on introduction to engineering simulations, developed by Cornell University and offered via edX.

Technical University of Munich logoTM

Technical University of Munich

Professional Certificate, Digitalization in Aeronautics and Space

2021 - 2021

Professional certificate in Digitalization in Aeronautics and Space, authorized by Technical University of Munich via Coursera.

Udemy logoUD

Udemy

Certificate, Python Development

2020 - 2020

Verified course on Python development from zero to mastery, conducted by Andrei Neagoie, with a duration of 30.5 hours.

Vanderbilt University logoVU

Vanderbilt University

Certificate, Programming with MATLAB

2019 - 2020

Verified course on introduction to programming with MATLAB, offered by Vanderbilt University via Coursera, with a duration of 35 hours.

Udemy logoUD

Udemy

Certificate, Ansys CFD

2020 - 2020

Verified course on mastering Ansys CFD, covering Fluent, ICEM CFD, CFX, and Tech Plot, with a duration of 20 hours.

University of California, San Diego logoUD

University of California, San Diego

Certificate, Data Science

2020 - 2020

Verified course on probability and statistics in data science using Python, prepared by UCSanDiegoX and offered via edX, with a duration of 120 hours.

DE

Dayananda Sagar College of Engineering

Bachelor of Engineering, Aeronautical Engineering

2014 - 2018

Grade: 74.30%

Bachelor of Aeronautical Engineering with a thesis on shockwave boundary layer interaction and assessment of passive flow control devices.

Tech stack

Software and tools used professionally

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