Bosch home appliances

Time-series Forecast, CV, Embedded AI, Software Engineering

Data Scientist

Darmstadt University of Applied Sciences

Research and Design on Systolic Array for the AI Hardware Accelerator in collaboration with Taiwan University.

Research Assistant

Bosch Center for Artificial Intelligence (BCAI)

▪	Research on state-of-the-art Neural Architecture Search for automatically applying deep learning for dedicated hardware accelerator and resource-constrained embedded systems.

▪	Extending the focus on real-time and memory efficiency by employing Neural Network compression and Quantization for Autonomous Driving and Smart Wearable applications.

▪	Filed an invention report: 2021/1466 – “Model and Simulations based Neural Network Architecture Search”/"Modell- und Simulationsbasierte Neuronale Netzwerk Architektur Suche"

Research Thesis : AutoML, Neural Architecture Search, for Embedded Systems

Bosch

▪	Extended the infotainment system with pipelining the DLT traces on Multicore Architecture with Multi-operating system platform using C/C++.

▪	Development of firmware for vehicle sensor data acquisition for analytics and active-control of the superbikes’ functionality over mySPIN using the mobile application.

▪	Develop using the agile scrum methodology as well as the CI/CD pipeline and the Linux-based development framework.

Research Intern

HARMAN Samsung

▪	Developed Linux device drivers to interface PHY chips and various sensors for the custom hardware for vehicle Infotainment systems. 
▪	Board brings up - BSP activities, Real-time kernel migrations, porting, performance estimations.

Embedded Software Engineer II, R&D

Bosch Engineering and Business Solutions

▪	Engineered a system to handle wireless sensor data acquisition from edge devices for IoT Projects using C-programmed microcontrollers.
▪	Developed Linux device driver to interface the FPGA on Xilinx Zync SoC for the DSP on the vehicle diagnostic tools.
▪	Development of AUTOSAR Base Software, configurations scripts, and unit testing along with necessary code review, version control, bug tracking.
▪	Co-ordinate with the customers and delegate the work packages to the other software developers.

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