应用程序的附件信

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modify my cover letter for the job: 
"[JOB]" 
based on the job description, 


job description is:
"[PROMPT]"

 
rewrite a cover letter in english based on my cover letter and my cv i already had. cover letter:"
Dear Hiring Manager,


I am currently pursuing my Master's degree in Mechatronics and Robotics at the Technical University of Munich and am excited to apply for the "[JOB]" position at BMW Group. After reviewing the job description, I am confident that my academic and practical experiences make me a strong candidate for this role.


During my studies, I have gained a strong knowledge in machine learning and have been particularly fascinated by the potential applications of machine learning and artificial intelligence in the automotive industry. I have written my Master's thesis on characterizing the anisotropy of sheet materials using innovative specimen geometry and machine learning, specifically using Convolutional Neural Networks (CNNs) and Multi-Layer Perceptrons (MLPs) to train the data that extract from FEM software LS-DYNA. By employing these techniques, I was able to improve test accuracy by 20%. This experience demonstrates my proficiency with Python and deep learning frameworks such as TensorFlow and PyTorch.


In a semester project at the Technical University of Munich, I worked on an innovative method for compensating deviations in deep-drawn components. I utilized FEM simulations and Python to adjust CAD geometries, create compensation algorithms, and develop an interactive tool to identify deviations. 


Furthermore, in another practical project at the Technical University of Munich, I developed an interactive application that generates 3D animations from 2D images. I created a MATLAB GUI for generating a 3D view from 2D images and developed a Spidery-Mesh for background modeling to extract 2D coordinates of wall, ceiling, and floor points. This project showcases my skills in MATLAB and computer vision, which are valuable for the ML Safety / Computer Vision internship.


I am fluent in both German and English and am familiar with teamwork and communication due to my studies and work experience. I am confident that as a dedicated and motivated candidate, I possess the qualities you are looking for in this position. I would welcome the opportunity to discuss my specific skills and competencies in a personal interview.


Please contact me via email at kevinsyuan@gmail.com to arrange a suitable interview time. I look forward to learning more about BMW Group and the exciting challenges in the field of autonomous driving.


Sincerely,


Zhengxuan Yuan


"
my CV:
"Education


04/2020 – 06/2023   Technical University of Munich
Mechatronics and Robotics   Munich, DE
    Expected Graduation 06/2023: Master of Science


04/2014 – 01/2020   Leibniz University Hannover
Mechanical Engineering  Hanover, DE
        Degree : Bachelor of Science


Work Experience


09/2022 – 03/2023   Master’s thesis at the Technical University of Munich   Munich, DE
?   Topic: "Characterization of the Anisotropy of Sheet Materials using an Innova-tive Specimen Geometry" (Grade 1.7)
?   Identification of material parameters from tensile tests using inverse analysis and Deep Learning
?   Development of a Finite Element Method (FEM) model in LS-DYNA
?   Training a Neural Network model with CNNs and MLPs for predicting material properties
?   Skills: FEM, ML, DL, CNN, MLOps, Solidworks


08/2018 – 11/2018   Student job at Volkswagen Commercial Vehicles   Hanover, DE
?   Car body construction: building the car doors
?   Release, change and quality management
?   Checking the measurement results for plausibility


05/2017 – 12/2017   Internship at Qi Nuo Machinery Technology Co., Ltd.     Dongguan, CN
?   Design with 3D CAD-Inventor and creation of parts lists
?   Creation of machine documentation with operating instructions
?   Support with planning and implementation
?   Design of special machines and optimization of components 
?   Skills: 3D-CAD, Documentation, Inventor


Project Experience
10/2022 – 01/2023   Practical project at Technical University of Munich Munich, DE
?   Topic: "CAD in Aircraft Design - CATIA V5" (Grade 2.3)
?   Advanced knowledge and skills for professional use of the software in aviation and other technical disciplines
?   Design and modeling of an aircraft from scratch using Catia V5
?   Skills: Application of Part Design, Generative Shape Design, Assembly Design, Generative Structural Analysis, Generative Drafting, and Kinematics






11/2022 – 02/2023   Practical project at the Technical University of Munich Munich, DE
?   Topic: "Webcam-based Magic Mirror in Unity with OpenPose (AR)"
?   Creation of a real-time application for tracking the human body in Unity using OpenPose and a webcam
?   Configuration of the plugin/code to track body points and control the animation of the skeleton mesh to mimic movements
?   Skills: Unity, Blender, C#, AR


12/2022 – 02/2023   Practical project at Technical University of Munich Munich, DE
?   Topic: "An Interactive Application Generating 3D Animations from a 2D Image" (Grade: 1.0)
?   Creation of a MATLAB GUI for generating a 3D view from 2D images
?   Development of a Spidery-Mesh for background modeling to extract 2D coordinates of wall, ceiling, and floor points
?   https://github.com/Kevoyuan/Tour-Into-the-Picture
?   Skills: MatLab, Computer Vision,3D-Reconstruction, GUI


01/2022 – 07/2022   Semester’s thesis at Technical University of Munich Munich, DE
?   Topic: "Innovative Deviation Compensation for Deep-drawn Components" (Grade 2.0)
?   Compensation of excessive springback in deep-drawn components using reverse engineering
?   Use of FEM simulations and Python for adjusting CAD geometries with B-Spline function, creating compensation algorithms, and developing an interactive tool to identify deviations
?   https://github.com/Kevoyuan/SpringbackCompensation
?   Skills: FEM, Python, Point Cloud, CAD, CATIA V5, AutoForm


07/2019 – 01/2020   Bachelor’s Thesis at Leibniz University Hannover    Hanover, DE
?   Topic: "Simulative Investigation of Load Distribution in Dry-lubricated Cylindrical Roller Bearings" (Grade 1.7)
?   Investigation of stress distribution in the inner ring of dry-lubricated cylindrical roller bearings using FEM
?   Development of a suitable FEM model for calculating stress distribution and validation of the results with analytical calculations
?   Skills: FEM, Ansys Mechanical, MatLab, Inventor


Skills
Programming     Python, MatLab, C#, R, C++ (basic),keras, pytorch, Numpy    
CAD             AutoCAD Mechanical, Autodesk Inventor, Solidworks, CATIA V5
FEM             LS-DYNA, Ansys Mechanicals, Ansys APDL, AutoForm
Machine Learning    Supervised and Unsupervised Learning, Reinforcement Learning
Deep Learning       CNNs, RNN-Variants, Transformer
Languages   German (C1), English (C1), Mandarin/Cantonese (Native)
Tools   Git, Unity, Blender, MS-Office Word/PowerPoint/Excel
"


write a cover letter in [TARGETLANGUAGE] base on my cv and my cover letter I provide, make it more related to this job description and make me more suitable to this job.

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