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Karna P.

Karna P.

Followers of Karna P.70 followers
location of Karna P.Greater Munich Metropolitan Area

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  • Timeline

  • About me

    Data scientist

  • Education

    • Purdue University

      -
      Master of Science in Mechanical Engineering (M.S.M.E) Mechanical Engineering

      Thesis on bipedal walking/running while carrying heavy loads.

    • Vellore Institute of Technology

      -
      Bachelor of Engineering (B.E.) Mechanical and Energy Engineering

      Learned about practical applications of Renewable Energy Sources and the methods with which they can be utilized.

    • Technische Universität München

      -
      PhD Candidate Computer Engineering

      Developed bipedal models to understand gait dynamics of people with movement disorder.

  • Experience

    • Purdue University

      Jan 2013 - Jun 2013

      1. Programmed a bipedal walking and running model for trajectory optimization and spring parameter tuning.2. Showed that loads upto 40% of the body weights can be easily carried if the spring is tuned to reduced load. Graded and provided assistance with homework and coursework to undergrads for the course on Machine Design.

      • Graduate Research Assistant

        Jun 2012 - Jun 2013

      • Graduate Teaching Assistant

        Jan 2013 - Jan 2013

    • Indian Institute of Science (IISc)

      Jul 2014 - Jan 2015
      Research Associate

      1. Granted 100,000 INR for my proposal on providing a detachable platform for an electric wheelchair.2. Developed CAD models for an exerciser for children with cerebral palsy and an electronic wheelchair.3. Manufactured parts for the wheelchair and the exercisers.

    • AGT International

      Apr 2020 - Sept 2020
      Data Scientist

      1. Developed a Neural network and Random Forest model to regress camera placement locations around a playing area using the Pytorch module and converted tflite for deployment.2. Developed an animation tool to visualize player and environment interaction with a ball using matplotlib and moviepy.3. Collected data for annotations for various football skills using a rig of 3-5 cameras.4. Developed a script to restructure folders containing annotated and non-annotated datasets to expedite data annotation process.5. Experience with AGILE methods scrum poker, confluence, jira and stash. Weniger anzeigen

    • BIVAL GmbH

      Nov 2021 - now
      Data Science Consultant

      1. Classification of hate and non-hate speeches from German social media.2. Created a bag of words (BoW) and Word2Vec model to encode-decode german words.3. Optimized a binary classifier along with LSTM models to classify texts.

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Karna P.
      DAAD Scholarship Deutscher Akademischer Austauschdienst Nov 2015 Awarded scholarship for the first 3.5 years of my doctoral research

  • Volunteer Experience

    • Football Coach

      Issued by Westend United e.V. on Feb 2018
      Westend United e.V.Associated with Karna P.

    • Event Organizer

      Issued by Indian Graduate Research at Purdue on Sept 2011
      Indian Graduate Research at PurdueAssociated with Karna P.

    • Sports Coordinator

      Issued by Purdue University Mechanical Engineering on Jan 2012
      Purdue University Mechanical EngineeringAssociated with Karna P.