User:Shsinha

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Biography[edit]

Shubham Sinha
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I am a passionate Mechanical Engineering Graduate student specializing in Computational Solid Mechanics with a thesis at Michigan Technological University. As a student researcher, I mostly work on the topics: Fracture Mechanics, Elasticity/Continuum Mechanics, Plasticity and Finite Element Methods. I also work as a Coach/Tutor at the Mechanical Engineering-Engineering Mechanics (MEEM) department's Engineering Learning Center (ELC), where I assist undergraduate students to understand concepts and solve problems in subjects like Statics, Dynamics, Mechanics of Materials, Mechanical System Design & Thermodynamics.

Apart from this, you can find me to be an avid music geek who spends his spare time listening to music or sometimes watching sci-fi movies.

LinkedIn : https://www.linkedin.com/in/sinha-shubham27

Research Interests[edit]

  • Finite Element Modeling
  • Fracture Mechanics
  • Plasticity
  • Numerical Methods
  • CAE

Academic Projects[edit]

Open Source Mask Aligner[edit]

  • Working towards design & development of a Mask Aligner using 3D printer

Machine Learning Projects (using Python)[edit]

  • Developed a Regression Model to obtain Best Fit for a given UCI Data Set
  • Developed a Naïve-Bayes & ‘1 vs All’ Logistic classifier to classify 10 items from the MNIST Fashion data set
  • Developed a Neural Network to classify 10 fashion items from the MNIST Fashion data set
  • Used pre-trained ‘VGG16’ & ‘MobileNet’ Deep Learning Models to implement Transfer Learning and Data Augmentation

Skills[edit]

Technical:[edit]

FEA, Fracture Modeling, Plasticity Modeling, Fatigue Analysis, CAD/CAM, 3D printing, GD&T, Design of Experiments (DOE), Machine Learning, FORTRAN, Python, C

Computational:[edit]

ABAQUS, ANSYS, HyperMesh, UG NX, SOLIDWORKS, MATLAB, MATHEMATICA, AutoCAD, SAS, MS Excel