Dr. Nivesh Dommaraju

Bis 2025, Software Developer, SCALE GmbH
Abschluss: PhD, Technical University of Munich
Frankfurt am Main, Deutschland

Fähigkeiten und Kenntnisse

Deep Learning
Numerische Simulation
Finite Element Analysis (FEA)
C++
Python-Programmierung
Machine Learning
Object Oriented Programming
Data Science
Computational Engineering
Parallel programming
High Performance Computing
Maschinenbau
LS-DYNA
Git
Agile Development
Docker
CUDA
PyTorch
scikit-learn
TensorFlow
Software Development
Clean Code
OpenAI
Generative AI
Microsoft Azure
Matlab-Programmierung

Werdegang

Berufserfahrung von Nivesh Dommaraju

  • 2 Jahre und 7 Monate, Sep. 2022 - März 2025

    Software Developer

    SCALE GmbH

    - Strong experience in object-oriented programming with C++ in simulation field; Built quality software through code refactoring and testing with Catch2 frameworks - Developed libraries in data processing, visualization, and modeling (Scikit-learn/Tensorflow/PyTorch) using Python - Designed and implemented RAG-based Chatbot solution for technical manuals using OpenAI Api in Python and Typescript (for web-frontend) - Automated CI/CD pipeline on GitLab using Docker and Python scripts

  • 3 Jahre und 2 Monate, Aug. 2012 - Sep. 2015

    Assistant Manager

    Tata Motors Limited

    Responsible for leading the equipment maintenance team at the paint shop of an automobile manufacturing plant. Developed managerial, teamwork, and technical skills to maintain paint robots, conveyor and oven systems.

Ausbildung von Nivesh Dommaraju

  • 3 Jahre und 6 Monate, Feb. 2019 - Juli 2022

    Applied Computational Mechanics

    Technical University of Munich

    - Completed a PhD in design optimization of automotive components, specializing in using machine learning and evolutionary algorithms (published in IEEE) - Developed a cooperative optimization framework in Python using clustering and evolutionary algorithms for multi-objective topology optimization - Implemented Autoencoder and regression models to predict performance and optimize designs efficiently using evolutionary algorithms

  • 3 Jahre, Okt. 2015 - Sep. 2018

    Computational Engineering

    Friedrich-Alexander-Universität Erlangen-Nürnberg

    - Completed masters with an emphasis on structural mechanics, non-linear finite element technology, and high-performance computing (HPC) in C++ - Contributed to an open-source finite element library called DEAL-II in C++ - Used C++ template meta-programming to evaluate tensor expressions

  • 3 Jahre und 10 Monate, Juli 2008 - Apr. 2012

    Mechanical Engineering

    Indian Institute of Technology, Kharagpur

    Thermodynamics (Thermodynamik), Automobile engineering, Solid and Fluid Mechanics (Festkörpermechanik und Fluidmechanik)

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Gut

  • Hindi

    Fließend

  • Telugu

    Muttersprache

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