Staff Data Scientist

• Oct 2022 - Present

R&D @ Vision Engineering System, Bosch

• Oct 2019 - Sep 2022

Software and System Test Developer

• Apr 2019 - Sep 2019

Engineer - Signal and Data Processing

• Mar 2017 - Apr 2019

Tools and Skills: - HIL Tools: dSPACE Configuration Desk, dSPACE Control Desk - SIL Tools: dSPACE VEOS, QTronic Silver - RBS Tools: CAN, LIN, Flexray, Ethernet - Versioning Tools: SVN, GIT - Scripting: Windows Powershell, DOS-Batch, CMake Utility - Standards: ASAM MCD-2 MC / ASAP2, ASAM CDF, ASAM XIL- API - Modelling Tools: Matlab, Simulink, Stateflow - Programming Languages: C, C++, Python, C-Sharp, Java Key Reponsibilites: - Developing, maintaining and… Show more Tools and Skills: - HIL Tools: dSPACE Configuration Desk, dSPACE Control Desk - SIL Tools: dSPACE VEOS, QTronic Silver - RBS Tools: CAN, LIN, Flexray, Ethernet - Versioning Tools: SVN, GIT - Scripting: Windows Powershell, DOS-Batch, CMake Utility - Standards: ASAM MCD-2 MC / ASAP2, ASAM CDF, ASAM XIL- API - Modelling Tools: Matlab, Simulink, Stateflow - Programming Languages: C, C++, Python, C-Sharp, Java Key Reponsibilites: - Developing, maintaining and advancing tools for the XIL project - Integration of ECUs in the XIL-system - Automating dSPACE tools using APIs for increasing productivity - Algorithm and function development to facilitate XIL tools - Automatic Code / Libs / Bins Generation from Simulink Models - Development of C-Mex and Matlab S-functions Show less Tools and Skills: - HIL Tools: dSPACE Configuration Desk, dSPACE Control Desk - SIL Tools: dSPACE VEOS, QTronic Silver - RBS Tools: CAN, LIN, Flexray, Ethernet - Versioning Tools: SVN, GIT - Scripting: Windows Powershell, DOS-Batch, CMake Utility - Standards: ASAM MCD-2 MC / ASAP2, ASAM CDF, ASAM XIL- API - Modelling Tools: Matlab, Simulink, Stateflow - Programming Languages: C, C++, Python, C-Sharp, Java Key Reponsibilites: - Developing, maintaining and… Show more Tools and Skills: - HIL Tools: dSPACE Configuration Desk, dSPACE Control Desk - SIL Tools: dSPACE VEOS, QTronic Silver - RBS Tools: CAN, LIN, Flexray, Ethernet - Versioning Tools: SVN, GIT - Scripting: Windows Powershell, DOS-Batch, CMake Utility - Standards: ASAM MCD-2 MC / ASAP2, ASAM CDF, ASAM XIL- API - Modelling Tools: Matlab, Simulink, Stateflow - Programming Languages: C, C++, Python, C-Sharp, Java Key Reponsibilites: - Developing, maintaining and advancing tools for the XIL project - Integration of ECUs in the XIL-system - Automating dSPACE tools using APIs for increasing productivity - Algorithm and function development to facilitate XIL tools - Automatic Code / Libs / Bins Generation from Simulink Models - Development of C-Mex and Matlab S-functions Show less

Research Associate (IAV)

• Oct 2015 - Feb 2017

Detailed achievements: - Developed inverse model of the diesel engine using real data - Techniques utilized include data processing, statistical analysis, linear and non- linear regression (ARX/NARX, polynomial models), fuzzy and neural network modelling - Analytical and date-driven based inversion and demonstration of the results on the real dataset

Phd Research Scholar (DAAD)

• Oct 2011 - Sep 2015

PhD Topic: System Identification of Stochastic Non-Linear Dynamic Systems Using Takagi-Sugeno Fuzzy Logic Systems Detailed achievements: - Developed Type-1 and Type-2 Fuzzy Modeling with interval parameters - Demonstrated and validated the developed methods on experimental and simu- lation benchmarks - Conducted computer and black board exercises for the Course “Computational Intelligence in der Automatisierung” - Participated in international and national conferences… Show more PhD Topic: System Identification of Stochastic Non-Linear Dynamic Systems Using Takagi-Sugeno Fuzzy Logic Systems Detailed achievements: - Developed Type-1 and Type-2 Fuzzy Modeling with interval parameters - Demonstrated and validated the developed methods on experimental and simu- lation benchmarks - Conducted computer and black board exercises for the Course “Computational Intelligence in der Automatisierung” - Participated in international and national conferences, and doctoral seminars - Published research in national and international conferences and journals

Assistant Professor

• Feb 2009 - Jun 2011

Assistant Professor, Department of Electrical Engineering, Iqra University, Karachi, Pakistan. Highlights: – Taught courses: Signals and Systems, Digital Signal Processing, Control System, Basic and Advanced Electronics – Developed and managed curriculum – Involved in Research and Development – Supervised final year projects Assistant Professor, Department of Electrical Engineering, Iqra University, Karachi, Pakistan. Highlights: – Taught courses: Signals and Systems, Digital Signal Processing, Control System, Basic and Advanced Electronics – Developed and managed curriculum – Involved in Research and Development – Supervised final year projects