Embedded Systems engineer with over a decade experience in automotive, aerospace and semiconductor industries. Self thought AI/ML Engineering, Gen AI
Aktualisiert am 17.02.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 02.06.2025
Verfügbar zu: 100%
davon vor Ort: 100%
FPGA
Embedded Systems
C/c++
Verilog
Machine Learning
Python
VHDL
French
Grundkenntnisse
German
Muttersprache
English
Muttersprache

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 2 months
2023-01 - now

Develop, improve , test and maintain existing emulation software

Principal Design Engineer
Principal Design Engineer
  • Emulation/FPGA prototyping of new 32-bit Microcontroller products.
  • Develop, improve , test and maintain existing emulation software.
  • Regular use of C/C++ , Python, CI/ CD, Jenkins and Git to establish daily tasks.
  • Define, develop, improve design process flows and methodologies for continuous improvement.
  • Participate in a global team setting on the development of advanced microcontroller products
Microchip Technology, Cambridge
2 years 2 months
2020-11 - 2022-12

Conduct bench-marking on several heterogeneous platforms

SoC (System on Chip) Expert
SoC (System on Chip) Expert
  • Lead a team of Machine Learning and System Engineers to train, debug and deploy custom semantic segmentation neural network models for Autonomous Driving (AD) applications.
  • Conduct bench-marking on several heterogeneous platforms (i.e. AMD Versal VCK190 evaluation kit) with major focus in understanding the bottlenecks in Artificial-Intelligence (AI) accelerators.
  • Establish proper compute partitioning across the various components (e.g. GPU, CPU, AI Engine etc) of the heterogeneous platform.
  • Good understanding of Deep-learning frameworks i.e. Tensorflow and pytorch.
  • Work with immature technologies.
  • Explore emerging System-on-Chip (SoC) technologies and create proof of concept (PoC) for custom Autonomous Driving (AD) / Advanced Driver Assistant Systems (ADAS) applications.
  • Write C++ applications to visualize the output of a pixel classification model running on compute and accelerator engines.
ZF FRIEDRICHSHAFEN AG, Friedrichshafen
2 years 1 month
2018-11 - 2020-11

Design and implementation of video interface

Fpga (MPSoC) Design Engineer
Fpga (MPSoC) Design Engineer
  • Work in a team of hardware and software engineers to design, build and verify FPGA based hardware for the implementation of ZF ProAI Electronic Control Unit (ECU) considering ISO26262 requirements.
  • Design and implementation of video interface with Xilinx CSI2 Receiver and Transmitter IP Cores on Xilinx ZU9 and ZU11 Multiprocessing System on Chip (MPSoC) devices.
  • Design and implementation of Peripheral Component Interconnect Express (PCIe) interface with Xilinx XDMA subsystem on Xilinx MPSoC devices.
  • Design and implementation of 10Gb Ethernet interface on Xilinx MPSoC devices.
  • Technical coordination of outsourced FPGA project to enable inter-communication between multiple System-on-chips via PCIe.
ZF Friedrichshafen AG, Friedrichshafen
2 years 1 month
2016-09 - 2018-09

Design analogue circuits

Hardware-Developer
Hardware-Developer
  • Design analogue circuits for crash test applications with Altium.
  • FPGA Design and implementation of A/D converter and D/A converter interfaces.
  • On-board bring-up of Analog Front End (AFE) board. These include various sensors such as A/D and D/A converters, SSI (Synchronous Serial Interface) and LVDT(Linear Variable Differential Transformer) sensors.
Messring Systembau MSG GmbH, Gilching

Aus- und Weiterbildung

Aus- und Weiterbildung

2013 ? 2016

University of Ulm ? Master's, Elektrotechnik (auf Deutsch)


2010 ? 2013

University of Applied Sciences Ravensburg-Weingarten ? Bachelor's, Electrical Engineering and Information Technology


2005 ? 2008

Takoradi Technical University ? Higher National Diploma (HND), Electrical and Electronics Engineering

Kompetenzen

Kompetenzen

Top-Skills

FPGA Embedded Systems C/c++ Verilog Machine Learning Python VHDL

Produkte / Standards / Erfahrungen / Methoden

SUMMARY

  • Committed and organized professional with strong theoretical and practical knowledge in Artificial Intelligence, digital circuit design and heterogeneous compute platform implementations.
  • Strong background in automotive (E.g. L3+ autonomous vehicle, ADAS, EV), Aerospace and Semiconductor industries.
  • Willingness to learn and flexibility to dare to approach new situations, to learn from them and ultimately to master them successfully.


SKILLS

  • Hands-on experience in work with machine learning frameworks e.g. Tensorflow and Pytorch.
  • Experience with Large Language Models (e.g. llama-2-70b)
  • Proficient in work with source control systems. E.g. Git, bitbucket, jenkins, jira etc.
  • Experience in Video and image processing designs using Multi-Processing System-on-Chips.
  • Ability to adapt and quickly develop in-depth technical understanding of new/different applications.
  • Ability to work independently as well as work in a team.
  • Solid communication skills both written and verbal (English and German).

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 2 months
2023-01 - now

Develop, improve , test and maintain existing emulation software

Principal Design Engineer
Principal Design Engineer
  • Emulation/FPGA prototyping of new 32-bit Microcontroller products.
  • Develop, improve , test and maintain existing emulation software.
  • Regular use of C/C++ , Python, CI/ CD, Jenkins and Git to establish daily tasks.
  • Define, develop, improve design process flows and methodologies for continuous improvement.
  • Participate in a global team setting on the development of advanced microcontroller products
Microchip Technology, Cambridge
2 years 2 months
2020-11 - 2022-12

Conduct bench-marking on several heterogeneous platforms

SoC (System on Chip) Expert
SoC (System on Chip) Expert
  • Lead a team of Machine Learning and System Engineers to train, debug and deploy custom semantic segmentation neural network models for Autonomous Driving (AD) applications.
  • Conduct bench-marking on several heterogeneous platforms (i.e. AMD Versal VCK190 evaluation kit) with major focus in understanding the bottlenecks in Artificial-Intelligence (AI) accelerators.
  • Establish proper compute partitioning across the various components (e.g. GPU, CPU, AI Engine etc) of the heterogeneous platform.
  • Good understanding of Deep-learning frameworks i.e. Tensorflow and pytorch.
  • Work with immature technologies.
  • Explore emerging System-on-Chip (SoC) technologies and create proof of concept (PoC) for custom Autonomous Driving (AD) / Advanced Driver Assistant Systems (ADAS) applications.
  • Write C++ applications to visualize the output of a pixel classification model running on compute and accelerator engines.
ZF FRIEDRICHSHAFEN AG, Friedrichshafen
2 years 1 month
2018-11 - 2020-11

Design and implementation of video interface

Fpga (MPSoC) Design Engineer
Fpga (MPSoC) Design Engineer
  • Work in a team of hardware and software engineers to design, build and verify FPGA based hardware for the implementation of ZF ProAI Electronic Control Unit (ECU) considering ISO26262 requirements.
  • Design and implementation of video interface with Xilinx CSI2 Receiver and Transmitter IP Cores on Xilinx ZU9 and ZU11 Multiprocessing System on Chip (MPSoC) devices.
  • Design and implementation of Peripheral Component Interconnect Express (PCIe) interface with Xilinx XDMA subsystem on Xilinx MPSoC devices.
  • Design and implementation of 10Gb Ethernet interface on Xilinx MPSoC devices.
  • Technical coordination of outsourced FPGA project to enable inter-communication between multiple System-on-chips via PCIe.
ZF Friedrichshafen AG, Friedrichshafen
2 years 1 month
2016-09 - 2018-09

Design analogue circuits

Hardware-Developer
Hardware-Developer
  • Design analogue circuits for crash test applications with Altium.
  • FPGA Design and implementation of A/D converter and D/A converter interfaces.
  • On-board bring-up of Analog Front End (AFE) board. These include various sensors such as A/D and D/A converters, SSI (Synchronous Serial Interface) and LVDT(Linear Variable Differential Transformer) sensors.
Messring Systembau MSG GmbH, Gilching

Aus- und Weiterbildung

Aus- und Weiterbildung

2013 ? 2016

University of Ulm ? Master's, Elektrotechnik (auf Deutsch)


2010 ? 2013

University of Applied Sciences Ravensburg-Weingarten ? Bachelor's, Electrical Engineering and Information Technology


2005 ? 2008

Takoradi Technical University ? Higher National Diploma (HND), Electrical and Electronics Engineering

Kompetenzen

Kompetenzen

Top-Skills

FPGA Embedded Systems C/c++ Verilog Machine Learning Python VHDL

Produkte / Standards / Erfahrungen / Methoden

SUMMARY

  • Committed and organized professional with strong theoretical and practical knowledge in Artificial Intelligence, digital circuit design and heterogeneous compute platform implementations.
  • Strong background in automotive (E.g. L3+ autonomous vehicle, ADAS, EV), Aerospace and Semiconductor industries.
  • Willingness to learn and flexibility to dare to approach new situations, to learn from them and ultimately to master them successfully.


SKILLS

  • Hands-on experience in work with machine learning frameworks e.g. Tensorflow and Pytorch.
  • Experience with Large Language Models (e.g. llama-2-70b)
  • Proficient in work with source control systems. E.g. Git, bitbucket, jenkins, jira etc.
  • Experience in Video and image processing designs using Multi-Processing System-on-Chips.
  • Ability to adapt and quickly develop in-depth technical understanding of new/different applications.
  • Ability to work independently as well as work in a team.
  • Solid communication skills both written and verbal (English and German).

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