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Sreenath Swaminathan

Angestellt, Computer Vision Engineer, mu:v GmbH
Munich, Deutschland

Fähigkeiten und Kenntnisse

Engineering
Machine Learning
Python
Computer simulation
English Language
Artificial intelligence
Autonomous driving
C++
Java
C
Linux
Neural Networks
Applied mathematics
Computer Vision
CARLA
CarMaker
ROS
Robot Operating System (ROS)
Software Development
Computer Science
Mathematics
Automotive engineering
ADAS
Management
Agile Development
OpenCV
OpenMP
Matlab
MatLab/Simulink
independent
Team work
Communication skills
Responsible
willingness to learn
Analytical skills
Customer orientation

Werdegang

Berufserfahrung von Sreenath Swaminathan

  • Bis heute 1 Jahr und 3 Monate, seit März 2024

    Computer Vision Engineer

    mu:v GmbH

  • 1 Jahr, Sep. 2022 - Aug. 2023

    Working Student

    Aptiv Services Deutschland GmbH

    - Experienced in developing a user-defined Vehicle Dynamics Library, integrating the Carla simulator, resulting in enhanced control and simulation accuracy. - Implemented YOLOv3 computer vision techniques for significant improvements in object detection. - Created realistic traffic scenarios, leveraging ASPICE standards, ensuring accurate simulations. Conducted extensive testing and validation, achieving 95% accuracy rate, and adhering to project specifications in CarMaker simulator.

  • 3 Monate, Apr. 2022 - Juni 2022

    Intern

    Forschungszentrum Jülich

    - Examined Parallel-in-time simulation in MGRIT technology, focusing on electromagnetic transient and dynamic phasor. - Created 3 mathematical models for electric power system prototypes using PyMGRIT, resulting in 10% improved computational efficiency. - Estimated speedup and convergence using parareal solvers, achieving a 27% decrease in computational time. - Applied multi-level hierarchy for complex numerical experiments, examining overlapping parareal algorithm in 2 scenarios.

  • 9 Monate, Jan. 2020 - Sep. 2020

    CAD Engineer

    EGS Computers

    - Designed and developed CAD models using SOLIDWORKS to meet customer requirements. - Devised customization tools in VB.Net and Python to enhance product efficiency, resulting in an estimated 88% increase. - Conducted training sessions on customization in VB.Net for SOLIDWORKS and fundamental concepts in AI, including CNN, Random Forest, SVM, and basic AI/ML principles.

  • 1 Jahr und 5 Monate, Juni 2018 - Okt. 2019

    Assistant System Engineer

    Tata Consultancy Services Ltd

    - Analyzed global stability of AVIVA Insurance portal, ensuring seamless platform interactions via agile principles. - Enhanced client-server web apps with Java for added functionalities and improved reliability. - Developed web services with API protocols, focusing on technical excellence and smooth deployment. - Effectively managed customers, providing reliable guidance and leveraging AWS for efficient database management.

Ausbildung von Sreenath Swaminathan

  • Bis heute 4 Jahre und 7 Monate, seit Nov. 2020

    Computer Simulation in Science

    Bergische Universität Wuppertal

    The Computer Simulation in Science Master's program emphasizes numerical analysis, computer simulation, image processing, programming, and parallel computing. Students gain extensive knowledge and hands-on experience in utilizing simulations to tackle complex scientific challenges. This program fosters innovation and equips students with the skills needed for cutting-edge research and problem-solving in diverse scientific domains.

  • 3 Jahre und 11 Monate, Juli 2014 - Mai 2018

    Mechanical Engineering

    SASTRA University

Sprachen

  • Englisch

    Muttersprache

  • Deutsch

    Gut

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