My Portfolio

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  • Portfolio

Revan Kumar Dhanasekaran

I love exploring

I am a CAE Data Scientist for Porsche AG through Kube GmbH Ingenieurbüro. During my two years at Wipro Technologies for a Japanese OEM, working on pre-processing and automating NV(Noise & Vibration) and Crash analysis of vehicles, I learned how ML and VR could transform the field of CAE. That's how I ended up at RWTH Aachen University to do an MSc in AI Applied Computer Science. Since then, I have worked on several projects using machine learning, deep learning and reinforcement learning.

Currently, I am co-developing a software tool that automatically detects uncharacteristic events (anomalies) in crash analysis for Porsche AG.

Education



  • RWTH Aachen University
    Aachen, Germany
    M.Sc CAME
    Oct 2018 - Nov 2021

    RWTH Aachen offered a unique opportunity to sit for any lecture which paved way to create my own career path. Hence, I focussed on understanding how AI can be applied in computational science.

  • Anna University
    Chennai, India
    Bachelor of Mechanical Engineering
    June 2012 - May 2016

    This course covered different facets of mechanical engineering and gave me opportunities to involve myself in many team activities which improved my management skills.

Work Experience

Feb 2021 - Present
External CAE Data Scientist
Porsche AG, Weissach (Germany)

Co-developing a software tool that automatically detects uncharacteristic events (anomalies) in crash analysis and clusters the anomaly simulations in the optimization routine.

Masterarbeit
Porsche AG, Weissach (Germany)

Classifying deformation behaviour in crash analysis using spatial-temporal information from few samples.

June 2020 - Nov 2021
Oct 2020 - Mar 2021
Research Intern
Porsche AG, Weissach (Germany)

Unsupervised low-dimensional representation of crash simulations using geometric deep learning algorithms such as PointNet++ autoencoders.

Predicting anomalous behaviour in crash simulations using anomaly detection algorithms.

Student Research Assistant
Cybernetics Lab IMA & IfU, Aachen (Germany)

Parametric optimization of hot rolling of steels using state-of-the-art reinforcement learning algorithms on the hot rolling simulations compatible with Gym AI.

Development of RESTful Server API with FastAPI which logs the hot rolling simulations in arangodb database posted by the client API.

Apr 2020 - Sep 2020
Feb 2019 - March 2020
Student Research Assistant
Institute of Technical Thermodynamics (LTT), Aachen (Germany)

Development of a Python script for the analysis of the sensitivity of the ignition delay time to the reaction rate constants of individual elementary reactions.

Development of the known reaction mechanisms from the literature linked to a fuel-specific sub-mechanism using Molecular Dynamics simulation and python.

Research on implementation of latest advancements in first-order saddle point search algorithms to find transition states of chemical reactions at the quantum mechanical level using gaussian.

CAE Engineer - Noise and Vibration Analysis
Wipro Technologies, India

Development of Automated CAE Review Tool in ANSA using python scripting with a team of three engineers.

Assembly setup of Instrument Panel, Body in White, Suspension group, Closures and Drive Train for Noise and Vibration(NV) Simulations for a Japanese automotive giant.

Part of the team that successfully implemented a crash pilot project with minimal errors.

Sep 2016 - June 2018

Projects

Work Expertise

ANSA 18.1
Hypermesh 12.0
Ansys
Nastran
Abaqus
Python
C++
Java
Tensorflow 2.0
PyTorch
Plotly Dash
OpenCV
HTML
CSS
ModernJS
NodeJS
AWS
Tamil
English
German
Tamil
90%
English
80%
German
35%

Awards & Certifications

Dean's List

Awarded for the academic performance being in the top-5 percent of my degree program.

Computer Vision Nano-degree

Received on completion of the Udacity’s Computer Vision nano-degree involving three projects.

Best of Class Awardee 2020

RWTH Intac's scholarship for involving in extracurriculars activities alongside good academics in my 2nd semester.

Best of Class Awardee 2019

RWTH Intac's scholarship for involving in extracurriculars activities alongside good academics in my 1st semester.

Best Newcomer Award 2017

Awarded by Wipro Technologies for automating the sub-assembly simulation setup & review process using python scripting in ANSA and acing the crash pilot project.

Best Paper Award

Awarded for the paper Automatic Fire Extinguisher published in International Journal for Research in Applied Science and Engineering Technology along with Mr Karthick Selva.

Best Innovation Award

Received by our team for incorporating Automatic Fire Extinguisher, Obstacle Detection using IR sensor, smart belt in an electric kart at the Eco Kart racing held at Gautham Buddha University.

Hobbies & Interests

Music
Singing
Movies
Cooking
Painting
Travel
Reading
Sports
Fitness
Developing

Contact Me

Phone

Reach me through phone during weekends at my German number.

+4917687958983
Email

Mail me your questions or suggestions. Expect a reply in 24 hours.

revankumar@being-rev.me
Location

Allmandring 20C - 02,
70569, Stuttgart, Germany

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