? With a Master?s degree in Computational Methods of Engineering from Leibniz University, I specialize in FEM, CAD, python ,ML/AI.
Aktualisiert am 17.05.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 17.05.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Finite-Elemente-Analyse
CAD
Python
Machine Learning
Künstliche Intelligenz
Deep Neural Network
Deep Learning
German
Intermediate level
English
Fluent
Hindi
National language
Gujarati
Mother tongue

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

7 months
2023-08 - 2024-02

Master thesis

Topic: on Request
  • Performed 10,000 electromechanical simulations using Python and ABAQUS with user-defined UEL to create different crack patterns in plates
  • Analysing phase field crack paths and electrical potentials in ABAQUS to train a CNN for crack prediction.
  • Acquisition of incremental images from ABAQUS simulations to create a dataset for CNN training.
  • Training a U-Net machine learning model with this dataset, achieving a high validation accuracy of 95% using the Dice loss function
Institute of Statics and Dynamics, Hanover
9 months
2022-11 - 2023-07

Development of macros to remove duplicate data entry

Student Assistant
Student Assistant
  • Automation of processes with Python and Excel, reducing analysis time by 70%
  • Development of macros to remove duplicate data entry, saving 70% of time
  • Analyse mechanical tests and create data-driven reports.
  • Management of post-processing and visualization tasks.
  • Perform tensile, compression and shear tests; calculate mechanical properties.
Institut für Statik und Dynamik, Hannover
9 months
2022-02 - 2022-10

Interdisciplinary project

  • Modelling of test structures in DeSiO and ABAQUS.
  • Execution of vibration tests on structures.
  • Use of MATLAB for static/modal analytical input files and execution of data tasks in Excel.
Institute for Statics and Dynamics, Hannover
3 months
2020-07 - 2020-09

Student research project

Optimization of rubber samples with the help of ABAQUS and Python
  • Model rubber specimens (Isometric) in ABAQUS.
  • Develop Python scripts for automation in ABAQUS simulation.
  • Automate ABAQUS simulations using Python to adjust specimen parameters such as length, height, and weight for varied simulations.
  • Create a plug-in button for automation within ABAQUS.
  • Perform natural frequency (Modal analysis) and buckling analysis on rubber specimens.

German Institute for Rubber Technology, Hanover
5 months
2017-06 - 2017-10

Proficient in 3D CAD modelling

Engineer
Engineer
Proficient in 3D CAD modelling (e.g., SolidWorks), applying it for analytical calculations, finite element modelling, and test planning.
  • Developed Python scripts for automation tasks in SolidWorks.
  • Collaborated with teams to ensure design integrity and functionality.
  • Contributed to process optimization and efficiency improvements.
  • Provided training and support on SolidWorks and Python scripting
Star profile, Surat, India
6 months
2016-06 - 2016-11

Bachelor thesis

Topic: on Request
Uka Tarsadia University, Gujarat, Bardoli, India

Aus- und Weiterbildung

Aus- und Weiterbildung

5 years 11 months
2018-04 - 2024-02

Studies: Computational Methods of Engineering

Master of Science, Leibniz university Hannover ? Hannover
Master of Science
Leibniz university Hannover ? Hannover
Computational mechanics, Programming
4 years
2012-07 - 2016-06

Studie: Mechanical Engineering

Bachelor of Science, Uka Tarsadia university, Gujarat ? Bardoli
Bachelor of Science
Uka Tarsadia university, Gujarat ? Bardoli

Kompetenzen

Kompetenzen

Top-Skills

Finite-Elemente-Analyse CAD Python Machine Learning Künstliche Intelligenz Deep Neural Network Deep Learning

Produkte / Standards / Erfahrungen / Methoden

Skills
  • 3D CAD
  • Self-motivated
  • Design of Experiment (DOE)
  • Problem solving
  • Teamwork and cooperation
  • Critical thinking

Software
  • Abaqus
  • Msc Adams
  • Msc Actran
  • Msc Nastran
  • SolidWorks
  • Ms Excel

Internship
01/2023 ? 05/2023
Fraunhofer-Gesellschaft IWES, Bremerhaven

Tasks:
Noise, vibration, and harshness (NVH)
Modelling of gearboxes in MSC Adams; execution of simulations.
  • Performing acoustic simulations in Msc Actran.
  • Creation of post-processing diagrams for the results.
  • Analysing time and frequency in Msc Actran using Msc Adams results

Programmiersprachen

Python
Pandas, NumPy, SciPy, Matplotlib, TensorFlow, PyTorch, Keras, OpenCv, OOP

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

7 months
2023-08 - 2024-02

Master thesis

Topic: on Request
  • Performed 10,000 electromechanical simulations using Python and ABAQUS with user-defined UEL to create different crack patterns in plates
  • Analysing phase field crack paths and electrical potentials in ABAQUS to train a CNN for crack prediction.
  • Acquisition of incremental images from ABAQUS simulations to create a dataset for CNN training.
  • Training a U-Net machine learning model with this dataset, achieving a high validation accuracy of 95% using the Dice loss function
Institute of Statics and Dynamics, Hanover
9 months
2022-11 - 2023-07

Development of macros to remove duplicate data entry

Student Assistant
Student Assistant
  • Automation of processes with Python and Excel, reducing analysis time by 70%
  • Development of macros to remove duplicate data entry, saving 70% of time
  • Analyse mechanical tests and create data-driven reports.
  • Management of post-processing and visualization tasks.
  • Perform tensile, compression and shear tests; calculate mechanical properties.
Institut für Statik und Dynamik, Hannover
9 months
2022-02 - 2022-10

Interdisciplinary project

  • Modelling of test structures in DeSiO and ABAQUS.
  • Execution of vibration tests on structures.
  • Use of MATLAB for static/modal analytical input files and execution of data tasks in Excel.
Institute for Statics and Dynamics, Hannover
3 months
2020-07 - 2020-09

Student research project

Optimization of rubber samples with the help of ABAQUS and Python
  • Model rubber specimens (Isometric) in ABAQUS.
  • Develop Python scripts for automation in ABAQUS simulation.
  • Automate ABAQUS simulations using Python to adjust specimen parameters such as length, height, and weight for varied simulations.
  • Create a plug-in button for automation within ABAQUS.
  • Perform natural frequency (Modal analysis) and buckling analysis on rubber specimens.

German Institute for Rubber Technology, Hanover
5 months
2017-06 - 2017-10

Proficient in 3D CAD modelling

Engineer
Engineer
Proficient in 3D CAD modelling (e.g., SolidWorks), applying it for analytical calculations, finite element modelling, and test planning.
  • Developed Python scripts for automation tasks in SolidWorks.
  • Collaborated with teams to ensure design integrity and functionality.
  • Contributed to process optimization and efficiency improvements.
  • Provided training and support on SolidWorks and Python scripting
Star profile, Surat, India
6 months
2016-06 - 2016-11

Bachelor thesis

Topic: on Request
Uka Tarsadia University, Gujarat, Bardoli, India

Aus- und Weiterbildung

Aus- und Weiterbildung

5 years 11 months
2018-04 - 2024-02

Studies: Computational Methods of Engineering

Master of Science, Leibniz university Hannover ? Hannover
Master of Science
Leibniz university Hannover ? Hannover
Computational mechanics, Programming
4 years
2012-07 - 2016-06

Studie: Mechanical Engineering

Bachelor of Science, Uka Tarsadia university, Gujarat ? Bardoli
Bachelor of Science
Uka Tarsadia university, Gujarat ? Bardoli

Kompetenzen

Kompetenzen

Top-Skills

Finite-Elemente-Analyse CAD Python Machine Learning Künstliche Intelligenz Deep Neural Network Deep Learning

Produkte / Standards / Erfahrungen / Methoden

Skills
  • 3D CAD
  • Self-motivated
  • Design of Experiment (DOE)
  • Problem solving
  • Teamwork and cooperation
  • Critical thinking

Software
  • Abaqus
  • Msc Adams
  • Msc Actran
  • Msc Nastran
  • SolidWorks
  • Ms Excel

Internship
01/2023 ? 05/2023
Fraunhofer-Gesellschaft IWES, Bremerhaven

Tasks:
Noise, vibration, and harshness (NVH)
Modelling of gearboxes in MSC Adams; execution of simulations.
  • Performing acoustic simulations in Msc Actran.
  • Creation of post-processing diagrams for the results.
  • Analysing time and frequency in Msc Actran using Msc Adams results

Programmiersprachen

Python
Pandas, NumPy, SciPy, Matplotlib, TensorFlow, PyTorch, Keras, OpenCv, OOP

Vertrauen Sie auf GULP

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

Das GULP Freelancer-Portal

Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.