
Prathik Kodanda Murthy
Skills
Timeline
Professional experience for Prathik Kodanda Murthy
Research developer for state of the art implementation of attention-based transformers for motion trajectory prediction in autonomous vehicles
- 6 months, Jan 2024 - Jun 2024
Machine Learning Engineer for ADAS: Automated Parking
Bosch Engineering GmbH
Devised a state-of-the-art deep learning framework to generate and augment the authenticity of simulated ultrasonic echo data, applying a novel style transfer approach rooted in Cycle consistent Generative Adversarial Networks principles, targeted for validation of automated parking functionalities. || Successfully implemented and deployed a novel Generative Adversarial Network (GAN) architecture tailored for a zero-inflated dataset, characterized by a complicated ~2% non-zero irregular timeseries peaks.
- 2 months, Nov 2023 - Dec 2023
Werkstudent
Wirestyle GmBH
- 1 year and 1 month, Oct 2022 - Oct 2023
Machine Learning Engineer
Bosch Engineering GmbH
• Collaborated and Implemented Convolutional Neural Networks (CNNs) with PySpark in Azure Databricks to measure AdBlue solution quality in exhaust systems. Investigated with Azure AutoML. || • Authored a novel data cleaning for improved quality and training pipeline script in Python, widely used within Bosch.
- 5 years and 1 month, Aug 2017 - Aug 2022
Senior Software Engineer
Robert Bosch Engineering and Business Solutions Limited
Engineered 98% accurate Tampering Detection algorithm for powertrain sensors using LSTMs, GRUs, and Autoencoders, deployed with Azure and MLOps. |Collaborated to secure models against attacks. The AI models were embedded and deployed for real-time systems.| Led T.A.R.S application development using Angular and Docker. || Developed RTOS-based embedded software, testing device drivers and sensors for automotive OEMs.| Automated IoT lab control for remote ECU testing using Raspberry-Pi, creating a GUI in RBIN.
- 3 months, May 2016 - Jul 2016
Research Intern
Indian Institute of Science
- 2 months, Jun 2015 - Jul 2015
Data Analyst
Tata Elxsi
Educational background for Prathik Kodanda Murthy
- 1 month, Sep 2023 - Sep 2023
Corporate Innovation and Entrepreneurship
ESADE Business School
- Current 2 years and 10 months, since Oct 2022
Mobility Systems Engineering and Management - ADAS
Karlsruher Institut für Technologie
- 4 years and 1 month, Jul 2013 - Jul 2017
Electrical and Electronics Engineering
National Institute of Technology Karnataka, Surathkal
Languages
German
Intermediate
English
First language
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