
Vivek Kumar Singh
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Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Vivek Kumar Singh
-Investigation of UltraWide Band multi-sensor configurations for robotic system localization. -Development and Setup of measurement test-benches on SBCs like Raspberry Pi and NUCs integrated through UDP/TCP socket connections. -Development of IMU | Camera | Odometry based various UWB sensor fusion algorithms for effective pose estimation. -Implementation of the developed fusion algorithms as ROS Nodes in C++ and Python -Designing measurement protocols for test and analysis of fusion algorithms.
- Investigation of odometry multi-sensor configuration for localization of robotic system. - Determination of the pose of the robotic lawnmower from IMU and odometry data. - Development and Validation of the implemented sensor fusion solution using test data. - Pre-development of physics-informed machine learning approach for sensor data fusion.
-Development of a state machine for a mobile robotic system. -Evaluation of various concepts and driver ICs for controlling BLDC motors. -Integration of various motor control driver ICs with different microcontroller (STM32, Atmega) platforms using PWM, I2C, UART and SPI protocols. -Hardware prototyping and firmware development for a robotic system. -Integration of RTK-GNSS sensor-unit into ROS based mobile robotic platform. -Feature testing of different LiDAR and mmWave Radar sensors.
- Worked on prototyping of an agricultural robotic system. - Development of microcontroller circuit, with software development for hardware testing. - Function development for test and analysis of CAN connection for automotive batteries.
- Worked on software function development for LiDAR sensor data storage and analysis for autonomous disaster rescue vehicles. - Function development for Geospatial analysis of point cloud data.
- 2 Jahre und 2 Monate, Aug. 2019 - Sep. 2021
Systems Engineer
Tata Consultancy Services Ltd
- Contributed to development of concepts and test cases for use in Autonomous Driving Vehicles. - Assisted in pre-development of modules for Level 2 Autonomous Driving or ADAS. - Development of functions for Java based web application, along with GUI development in JavaFx.
Ausbildung von Vivek Kumar Singh
- Bis heute 3 Jahre und 7 Monate, seit Okt. 2021
Research in Computer and Systems Engineering
TU Ilmenau
Research Areas: Embedded Systems, Machine Learning, Autonomous-Robotic Systems, Motion Control, Localization
- 4 Jahre und 2 Monate, Juli 2015 - Aug. 2019
Electronics and Communication Engineering
Madan Mohan Malaviya Engineering College
Sprachen
Deutsch
Grundlagen
Englisch
Muttersprache
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