Jaswanth Bandlamudi
Bis 2022, Autonomous Systems, Hochschule Bonn-Rhein-Sieg
Wuppertal, Deutschland
Über mich
With over 4 years of experience in the field of Machine Learning, I have successfully developed scene-understanding models using LiDAR point cloud and deployed customer facility models on AWS. I have also demonstrated expertise in developing deep learning-based hand pose estimation models using RGB images and implementing path-planning algorithms for disaster response robots. My experience in software development and testing, debugging, and change management has allowed me to excel in developing and testing HVAC software and creating virtual validation plant models. In addition, I am a dedicated and detail-oriented professional who is passionate about leveraging Machine Learning to solve complex problems. My key skills include: Languages: Python, Java, C++, HTML/CSS Developer Tools: VS Code, Joblib, PyCharm, Eclipse, Google Cloud Platform, Docker, Streamlit, AWS Frameworks: TensorFlow, PyTorch, Sci-Kit learn, Linux, Jenkins, GitHub, JUnit, pytest
Werdegang
Berufserfahrung von Jaswanth Bandlamudi
Bis heute 2 Jahre und 5 Monate, seit Jan. 2022
Deep Learning Engineer
RIIICO GmbH
Developed scene understanding models using LiDAR point cloud. Responsible for generating new data and creating ETL pipelines for training deep learning models. Responsible for deployments of various customer facility models on AWS.
11 Monate, März 2021 - Jan. 2022
Working Student
Deutsches Forschungszentrum für Künstliche Intelligenz
• Develop a novel real-time 3D hand pose estimation model using an RGB image and delivering an accurate pipeline with data processing systems • Plan and execute cutting-edge research to advance the current model using Inverse-Kinematics for hand mesh modeling
1 Jahr, März 2020 - Feb. 2021
Working Student
Fraunhofer-Institut für Kommunikation, Informationsverarbeitung und Ergonomie• Conducted extensive research in the multi-agent systems perception and control area • Developed a ROS2-based ground vehicle and drone multi-operation interface for disaster response using Java and IHMC communication libraries
1 Jahr und 1 Monat, Feb. 2019 - Feb. 2020
WerkStudent in Software testing
AKKA Germany GmbH
My part of the job as a workstudent include preparing of test cases for the validation of various subsystem functionalities in the bus from Evobus
Responsible for Testing Automotive HVAC components which include writing test cases and Performing Regression and key behaviour testing of HVAC components and documenting the results. Developed a plant model for the HIL testing of the Electronic climate control using MATLAB- Simulink and updating the dSPACE GmbH Hardware in Loop (HIL) setup to support two different electrical architectures testing.
Ausbildung von Jaswanth Bandlamudi
3 Jahre und 5 Monate, Sep. 2018 - Jan. 2022
Autonomous Systems
Hochschule Bonn-Rhein-Sieg
4 Jahre und 1 Monat, Mai 2011 - Mai 2015
Electrical and Electronic Engineering - Information Engineering
Koneru Lakshmaiah College of Engineering
Vehicle Electronics, Power Electronics, E-Drive Systems (400V and 24V systems), Control Systems.
Sprachen
Englisch
Fließend
Deutsch
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