14 years of experience in Model Based Engineering using MATLAB/Simulink with hands-on training in AI technologies. Open to Cloud based AI roles.
Aktualisiert am 09.06.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 15.06.2026
Verfügbar zu: 100%
davon vor Ort: 100%
C++
Python
Deep Learning
MATLAB
Simulink
AWS
Embedded Systems
English
C2
German
C1

Einsatzorte

Einsatzorte

Ingolstadt, Donau (+50km)
Deutschland
möglich

Projekte

Projekte

7 years 1 month
2019-03 - 2026-03

Code Generation & Automation

Specialist Software Developer
Specialist Software Developer
  • Developed automated dSPACE code-generation toolchains (MATLAB) to deliver production software for Adaptive Cruise Functions, Chassis Control and Driver Monitoring systems for TriCore-based ECUs
  • Implemented Code Decoration Sets in TargetLink for automated generation of platform-specific macros and pragmas in autogenerated C code for optimal memory mapping and data alignment
  • Developed & maintained CI/CD pipelines using Jenkins, Python and Git to automate model-based software delivery workflows (code generation, build, static code analysis) and enable build traceability
  • Implemented Static Code Analysis and MISRA-Checks using AbsInt Astrée on production codebases in C for early detection of software bugs and system vulnerabilities
  • Debugging & resolution of MiL?SiL simulation deviations to enhance system reliability


Function Development (Vertical Dynamics)

  • Modeling & Simulation of functional safety requirements in Simulink for a Vertical Dynamics Control System (ASIL B) for the AUTOSAR Application Layer of a high performance ECU
  • Implementation of custom-made datasets to test developer software on multiple vehicle platforms
  • Optimized ECU resources (RAM, ROM, Worst-Case Execution Time) of a Vertical Dynamics function by up to 10%
  • Automated recurring Simulink modelling workflows to reduce development time by up to 50%
  • Implemented Code Coverage at Unit & Integration levels of production ECU software
  • Implemented Signal Flow Analysis to map the flow of signal data across system architectures


Verification & Validation of Vehicle Software

  • Validated a Predictive Efficiency Assistant software function on hybrid and EV prototypes for optimal energy consumption based on driving events
  • Analysed vehicle driving data using CANape and TPT to determine vehicle release recommendations

TechHub by efs
Gaimersheim
1 month
2020-06 - 2020-06

Udacity Computer Vision Nanodegree

  • Built a facial keypoint detection pipeline using CNNs with PyTorch and OpenCV, enabling robust facial landmark localization
  • Implemented an image captioning system in PyTorch using CNN-based visual feature extraction and RNN-based sequence modeling
  • Implemented Simultaneous Localization and Mapping (SLAM) for a mobile robot in a 2D grid environment, integrating motion and sensor models for accurate localization and map estimation
1 month
2020-04 - 2020-04

Udacity Deep Learning Nanodegree

  • Built and trained a Neural Network in Python to predict bike-sharing patterns
  • Generated TV series scripts by training Recurrent Neural Networks (RNNs) using PyTorch
  • Trained a Deep Convolutional Generative Adversarial Network on a dataset of faces using PyTorch to generate a set of new facial images
  • Built a sentiment analysis model using PyTorch and deployed it on AWS SageMaker
3 months
2019-01 - 2019-03

Decoding Customer Sentiment Through Speech & Text Analytics

Python
  • Used Natural Language Processing and Deep Learning to analyse customer sentiments and thus recognize cross-sell & upsell opportunities
  • Exploratory Data Analysis of product review data in textual format, followed by building a Sentiment Analysis model on customer reviews to distinguish between positive and negative reviews
  • Built a Recommender system to analyze reviews and suggest appropriate products based on reviews
Python
1 year 7 months
2017-08 - 2019-02

Development of a dSPACE TargetLink code generation toolchain

Senior Technical Lead
Senior Technical Lead
  • Led the development of a dSPACE TargetLink code generation toolchain in MATLAB for Body & Comfort Systems in line with AUTOSAR guidelines
  • Executed model simulations (MiL & SiL) using TPT to monitor quality of software artifacts
Mercedes-Benz Research & Development
Bengaluru, India
5 years 2 months
2012-07 - 2017-08

Design & development of a MATLAB toolchain

Senior Software Engineer & Technical Specialist
Senior Software Engineer & Technical Specialist

  • Led the design & development of a MATLAB toolchain to automate code generation (Embedded Coder), compilers, linkers and back-to-back MIL-PIL Simulations of Simulink test models
  • Developed a Simulation Driver in C++ to control PIL simulations on a UDE hardware debugger
  • Implemented the ISO 26262 evaluation of the developed toolchain prior to release
  • Optimized cost & energy consumption of a Renewable Energy Storage System through MATLAB modeling

Bosch Global Software Technologies
Bengaluru, India
1 year 3 months
2008-05 - 2009-07

Deployed telecom service applications

Associate Software Engineer C C++ Unix ...
Associate Software Engineer
  • Deployed telecom service applications (Java) onto Unix Weblogic servers for a telecommunications client
  • Comprehensive training in C, C++, Unix and SQL
C C++ Unix SQL
Accenture
Bengaluru, India

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 1 month
2009-08 - 2011-08

Electrical & Computer Engineering

Master of Science, University of Oklahoma, Norman, OK (USA)
Master of Science
University of Oklahoma, Norman, OK (USA)

  • Specialization: Digital Signal & Image Processing, Control Theory, Biomedical Imaging Systems
  • Thesis title: on request

3 years 9 months
2004-08 - 2008-04

Electrical & Electronics Engineering

Bachelor of Technology, National Institute of Technology Karnataka, Surathkal (India)
Bachelor of Technology
National Institute of Technology Karnataka, Surathkal (India)

Position

Position

I am open to projects to deliver solutions in C++ and Python in the domain of AI & Deep Learning.

Kompetenzen

Kompetenzen

Top-Skills

C++ Python Deep Learning MATLAB Simulink AWS Embedded Systems

Produkte / Standards / Erfahrungen / Methoden

Profile

  • Embedded & Model-Based Software Engineer with 14 years of experience delivering safety-critical software for high-performance computing automotive ECUs in powertrain and ADAS domains
  • Expert in Model-Based Engineering using MATLAB/Simulink and TargetLink to model and simulate automotive functions and generate highly optimized production code
  • Strong domain knowledge in Vehicle Dynamics, Driver Monitoring and Body & Comfort Systems
  • Hands-on AI training in Machine Learning, Deep Learning and Computer Vision algorithms
  • Proficient in Python, C and C++ on both Windows and Linux platforms
  • Proven track record in building automation pipelines and optimizing embedded system resources
  • Quick learner with the agility to adapt to newer technologies and dynamic development environments


TECHNICAL SKILLS

Model-Based Development:

  • MATLAB/Simulink
  • dSPACE TargetLink
  • TPT


Build Tools:

  • CMake
  • GNU Make
  • GCC
  • Tasking
  • HighTec


Embedded Systems:

  • Infineon AURIX TriCore


DevOps & CI/CD:

  • Jenkins
  • Git
  • GitHub
  • SVN
  • Cloud Computing (AWS)


AI/ML tech stack:

  • PyTorch
  • Keras
  • TensorFlow
  • OpenCV
  • scikit-learn


Automotive Standards:

  • AUTOSAR
  • MISRA C
  • ISO 26262
  • ASPICE


Measurement & Calibration:

  • Vector CANape
  • ETAS INCA

Programmiersprachen

MATLAB/Simulink
Experte
Python
Fortgeschritten
C++
Used for up to 3 years across different stages of my career
SQL
Fortgeschritten
dSPACE TargetLink
Experte
C
Java

Branchen

Branchen

  • Automotive Industry

Einsatzorte

Einsatzorte

Ingolstadt, Donau (+50km)
Deutschland
möglich

Projekte

Projekte

7 years 1 month
2019-03 - 2026-03

Code Generation & Automation

Specialist Software Developer
Specialist Software Developer
  • Developed automated dSPACE code-generation toolchains (MATLAB) to deliver production software for Adaptive Cruise Functions, Chassis Control and Driver Monitoring systems for TriCore-based ECUs
  • Implemented Code Decoration Sets in TargetLink for automated generation of platform-specific macros and pragmas in autogenerated C code for optimal memory mapping and data alignment
  • Developed & maintained CI/CD pipelines using Jenkins, Python and Git to automate model-based software delivery workflows (code generation, build, static code analysis) and enable build traceability
  • Implemented Static Code Analysis and MISRA-Checks using AbsInt Astrée on production codebases in C for early detection of software bugs and system vulnerabilities
  • Debugging & resolution of MiL?SiL simulation deviations to enhance system reliability


Function Development (Vertical Dynamics)

  • Modeling & Simulation of functional safety requirements in Simulink for a Vertical Dynamics Control System (ASIL B) for the AUTOSAR Application Layer of a high performance ECU
  • Implementation of custom-made datasets to test developer software on multiple vehicle platforms
  • Optimized ECU resources (RAM, ROM, Worst-Case Execution Time) of a Vertical Dynamics function by up to 10%
  • Automated recurring Simulink modelling workflows to reduce development time by up to 50%
  • Implemented Code Coverage at Unit & Integration levels of production ECU software
  • Implemented Signal Flow Analysis to map the flow of signal data across system architectures


Verification & Validation of Vehicle Software

  • Validated a Predictive Efficiency Assistant software function on hybrid and EV prototypes for optimal energy consumption based on driving events
  • Analysed vehicle driving data using CANape and TPT to determine vehicle release recommendations

TechHub by efs
Gaimersheim
1 month
2020-06 - 2020-06

Udacity Computer Vision Nanodegree

  • Built a facial keypoint detection pipeline using CNNs with PyTorch and OpenCV, enabling robust facial landmark localization
  • Implemented an image captioning system in PyTorch using CNN-based visual feature extraction and RNN-based sequence modeling
  • Implemented Simultaneous Localization and Mapping (SLAM) for a mobile robot in a 2D grid environment, integrating motion and sensor models for accurate localization and map estimation
1 month
2020-04 - 2020-04

Udacity Deep Learning Nanodegree

  • Built and trained a Neural Network in Python to predict bike-sharing patterns
  • Generated TV series scripts by training Recurrent Neural Networks (RNNs) using PyTorch
  • Trained a Deep Convolutional Generative Adversarial Network on a dataset of faces using PyTorch to generate a set of new facial images
  • Built a sentiment analysis model using PyTorch and deployed it on AWS SageMaker
3 months
2019-01 - 2019-03

Decoding Customer Sentiment Through Speech & Text Analytics

Python
  • Used Natural Language Processing and Deep Learning to analyse customer sentiments and thus recognize cross-sell & upsell opportunities
  • Exploratory Data Analysis of product review data in textual format, followed by building a Sentiment Analysis model on customer reviews to distinguish between positive and negative reviews
  • Built a Recommender system to analyze reviews and suggest appropriate products based on reviews
Python
1 year 7 months
2017-08 - 2019-02

Development of a dSPACE TargetLink code generation toolchain

Senior Technical Lead
Senior Technical Lead
  • Led the development of a dSPACE TargetLink code generation toolchain in MATLAB for Body & Comfort Systems in line with AUTOSAR guidelines
  • Executed model simulations (MiL & SiL) using TPT to monitor quality of software artifacts
Mercedes-Benz Research & Development
Bengaluru, India
5 years 2 months
2012-07 - 2017-08

Design & development of a MATLAB toolchain

Senior Software Engineer & Technical Specialist
Senior Software Engineer & Technical Specialist

  • Led the design & development of a MATLAB toolchain to automate code generation (Embedded Coder), compilers, linkers and back-to-back MIL-PIL Simulations of Simulink test models
  • Developed a Simulation Driver in C++ to control PIL simulations on a UDE hardware debugger
  • Implemented the ISO 26262 evaluation of the developed toolchain prior to release
  • Optimized cost & energy consumption of a Renewable Energy Storage System through MATLAB modeling

Bosch Global Software Technologies
Bengaluru, India
1 year 3 months
2008-05 - 2009-07

Deployed telecom service applications

Associate Software Engineer C C++ Unix ...
Associate Software Engineer
  • Deployed telecom service applications (Java) onto Unix Weblogic servers for a telecommunications client
  • Comprehensive training in C, C++, Unix and SQL
C C++ Unix SQL
Accenture
Bengaluru, India

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 1 month
2009-08 - 2011-08

Electrical & Computer Engineering

Master of Science, University of Oklahoma, Norman, OK (USA)
Master of Science
University of Oklahoma, Norman, OK (USA)

  • Specialization: Digital Signal & Image Processing, Control Theory, Biomedical Imaging Systems
  • Thesis title: on request

3 years 9 months
2004-08 - 2008-04

Electrical & Electronics Engineering

Bachelor of Technology, National Institute of Technology Karnataka, Surathkal (India)
Bachelor of Technology
National Institute of Technology Karnataka, Surathkal (India)

Position

Position

I am open to projects to deliver solutions in C++ and Python in the domain of AI & Deep Learning.

Kompetenzen

Kompetenzen

Top-Skills

C++ Python Deep Learning MATLAB Simulink AWS Embedded Systems

Produkte / Standards / Erfahrungen / Methoden

Profile

  • Embedded & Model-Based Software Engineer with 14 years of experience delivering safety-critical software for high-performance computing automotive ECUs in powertrain and ADAS domains
  • Expert in Model-Based Engineering using MATLAB/Simulink and TargetLink to model and simulate automotive functions and generate highly optimized production code
  • Strong domain knowledge in Vehicle Dynamics, Driver Monitoring and Body & Comfort Systems
  • Hands-on AI training in Machine Learning, Deep Learning and Computer Vision algorithms
  • Proficient in Python, C and C++ on both Windows and Linux platforms
  • Proven track record in building automation pipelines and optimizing embedded system resources
  • Quick learner with the agility to adapt to newer technologies and dynamic development environments


TECHNICAL SKILLS

Model-Based Development:

  • MATLAB/Simulink
  • dSPACE TargetLink
  • TPT


Build Tools:

  • CMake
  • GNU Make
  • GCC
  • Tasking
  • HighTec


Embedded Systems:

  • Infineon AURIX TriCore


DevOps & CI/CD:

  • Jenkins
  • Git
  • GitHub
  • SVN
  • Cloud Computing (AWS)


AI/ML tech stack:

  • PyTorch
  • Keras
  • TensorFlow
  • OpenCV
  • scikit-learn


Automotive Standards:

  • AUTOSAR
  • MISRA C
  • ISO 26262
  • ASPICE


Measurement & Calibration:

  • Vector CANape
  • ETAS INCA

Programmiersprachen

MATLAB/Simulink
Experte
Python
Fortgeschritten
C++
Used for up to 3 years across different stages of my career
SQL
Fortgeschritten
dSPACE TargetLink
Experte
C
Java

Branchen

Branchen

  • Automotive Industry

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