Ashwin Sai Omprakash

Ashwin Sai Omprakash Email and Phone Number

Data Scientist | Machine Learning Enthusiast | Part-time Nerd @ DMT GROUP
essen, north rhine-westphalia, germany
Ashwin Sai Omprakash's Location
Siegen, North Rhine-Westphalia, Germany, Germany
About Ashwin Sai Omprakash

As a Master’s graduate in Mechatronics specializing in Machine Learning and Artificial Intelligence, I am proficient in programming languages such as Python, C++, Java, as well as popular machine learning libraries like TensorFlow, PyTorch, and scikit-learn. Additionally, my experience with object localization and computer vision through OpenCV has equipped me with the skills necessary to deploy scalable machine learning solutions in production environments. I am eager to bring my knowledge in Programming, Data Handling and machine learning model development and my passion for solving complex problems to my esteemed organization :)My time at Fraunhofer Research Institute has helped me obtain a deeper understanding of how neural network models can be used to identify patterns in Data and how algorithms intuitively transform the data the in the same way some signal processing methods do. I was also fortunate enough to work on a project at the university which helped me understand the working behind self-driving cars in a more hands on approach. It was a dream to work on such a fun project from which I could learn and accumulate skills. What excites me about this role is its commitment to innovation and its focus on leveraging AI and Software Development to drive business value. Having had experience working in a Start-Up for over a year coupled with the period of study at the research institute I am able to bring my strong ability to work in a team, an ability to balance multiple priorities and a good enthusiasm to work. My aptitude for learning is strong, and I am confident in my ability to contribute diversity and value to my company.Thank you for taking the time to go through my Profile and have a wonderful day :)

Ashwin Sai Omprakash's Current Company Details
DMT GROUP

Dmt Group

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Data Scientist | Machine Learning Enthusiast | Part-time Nerd
essen, north rhine-westphalia, germany
Website:
dmt-group.com
Employees:
337
Ashwin Sai Omprakash Work Experience Details
  • Dmt Group
    Data Scientist
    Dmt Group Oct 2024 - Present
    Essen, North Rhine-Westphalia, Germany
  • Fraunhofer Institute For High-Speed-Dynamics, Ernst-Mach-Institut, Emi
    Graduate Research Assistant
    Fraunhofer Institute For High-Speed-Dynamics, Ernst-Mach-Institut, Emi Nov 2023 - Mar 2024
    Efringen-Kirchen, Baden-Württemberg, Germany
    • Implemented a research strategy with reduced subsets of the Radar data where the resulting model operated with 95 % efficiency with even a 40 % deficit in the training data• Incorporated a new algorithm using the Recurrent Neural Network (RNN) architecture with LSTM units that improved the classification results by upto 75 % from the base model• Used Python-based data visualization and data analysis tools to obtain an explanation of the model’s performance with the data
  • Fraunhofer Institute For High-Speed-Dynamics, Ernst-Mach-Institut, Emi
    Master Thesis
    Fraunhofer Institute For High-Speed-Dynamics, Ernst-Mach-Institut, Emi Apr 2023 - Oct 2023
    Efringen-Kirchen, Baden-Württemberg, Germany
    • Developed an Artificial Neural Network (ANN) model aimed at detecting vital parameters from Radar Data• Data Acquisition was carried out through the use of an FMCW Radar to generate a supervised dataset• Developed and deployed a DNN pipeline to construct binary classifier models leveraging 1D CNN and Data Augmentation techniques, integrated with a 2D CNN architecture• Developed a high-performing and resilient model by using model optimization and uncertainty quantification which was evaluated using classification metrics
  • Universität Siegen
    Studentischehilfskraft
    Universität Siegen Jun 2021 - Oct 2023
    Siegen, North Rhine-Westphalia, Germany
    • Improved the organization's website by implementing several features with the help of the WordPress dashboard application to attract more traffic• Organized technical and digital support at the coordination office and during yearly and semi-yearly events such as seminars and conferences
  • Universität Siegen
    Studienarbeit
    Universität Siegen Feb 2022 - Dec 2022
    Siegen, North Rhine-Westphalia, Germany
    • Configured an AI Robot kit utilizing Jetson Nano SBC to enable real-time manipulation• Acquired image data under diverse driving conditions with drive parameters and deployed a Deep Neural Network Model using CNN and RNN architectures with model optimization techniques• Validated models across diverse environments through Hardware in the Loop testing, the resulting models operated with about 90% accuracy as the human driver
  • Crintell Technologies
    Junior Developer
    Crintell Technologies Feb 2018 - Mar 2019
    Bengaluru, Karnataka, India
    • Developed new features on the company's Dashboard Application and enhanced its appearance. Alsoworked on the automation of several processes across multiple applications.• Designed and developed an SMS Application across both the front and back end and worked onapplications that required API integration with Applicant Tracking Systems (ATS).• Installed, demonstrated, and provided support for company products at client sites.

Ashwin Sai Omprakash Education Details

  • Universität Siegen
    Mechatronics, Robotics, And Automation Engineering
  • Acharya Institute Of Technology
    Acharya Institute Of Technology
    Mechatronics, Robotics, And Automation Engineering

Frequently Asked Questions about Ashwin Sai Omprakash

What company does Ashwin Sai Omprakash work for?

Ashwin Sai Omprakash works for Dmt Group

What is Ashwin Sai Omprakash's role at the current company?

Ashwin Sai Omprakash's current role is Data Scientist | Machine Learning Enthusiast | Part-time Nerd.

What schools did Ashwin Sai Omprakash attend?

Ashwin Sai Omprakash attended Universität Siegen, Acharya Institute Of Technology.

Who are Ashwin Sai Omprakash's colleagues?

Ashwin Sai Omprakash's colleagues are Parijat Nandi, Romel Blindu, Chetan Kumbhoje, Muhammad Saleem, Michael Tegtmeier, Sourov Shaha, Marwan Dijani.

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