Muhammad Zaeem Khan Ghori

Developed a MATLAB program to identify different phases of a worn-out worm gear using Image processing and Machine learning with an accuracy of 89%. • Simulated a test bench on Simulink for Thermal and Acoustic analysis. • Modified TUM (FZG) in house- built gear simulation routine to perform additional design calculations. • Responsible for assistance in administrative tasks in MS Excel using VBA. Softwares Used: MATLAB / Simulink, FORTRAN, Visual Basics (VBA)

Topic: Implementing a Machine Learning Algorithm to predict the Wheel loads of a Stacker Crane • Identified the influencing parameters for the wheel loads and generated the data using the Design of experiment approach. • Implemented and compared different Machine Learning Algorithms for predicting the wheel loads. • Validated the machine learning model with an existing Multibody simulation model. Softwares Used: Python, MATLAB, Keras, TensorFlow, Scikit-learn

• Designed 3D CAD models as per the project requirements with proper documentation. • Performed structural and thermo-fluid simulations; thereby reducing material waste by 10%. • Modified an existing 3D printer prototype for printing ceramic parts. • Coordinated with different Research Groups within Fraunhofer IGCV. • Identified suitable vendors and negotiate with them to secure the best prices for products. Softwares Used: Siemens NX, Abaqus FEA, MATLAB, MS Office

Data Science, Machine Learning, Computational Fluid Dynamics, Wind Turbines

Engineering Mechanics, Materials Engineering, Internal Combustion, Engines, Thermodynamics