AI and Data Science Services

Computer science expertise for industry

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Our team brings deep expertise across computational methods, machine learning, data visualization, and cloud infrastructure.

Technical Skill Set

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Computational Skills

  • Python, Matlab (Octave)
  • C++
  • Fortran
  • Bash
  • Experience in High-Performance Computing
  • Experienced working in Linux environments
  • Various material simulation codes (LAMMPS, Turbomole, Gaussian, Molpro, Quantum Espresso, VASP, GROMOS,...)

Machine Learning Skills

  • Tensorflow, OpenCV, Keras, PyTorch, scikit-learn
  • Object detection (e.g., mask R-CNN)
  • (Variational) autoencoder
  • CNN (1D, 2D, 3D)
  • SVM, random forest
  • K-means clustering
  • Time series analysis, RNN
  • Numpy, Pandas
  • RDKIT
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Data Visualization & Reporting

  • Volume Graphics VG STUDIO MAX
  • Paraview, Visualization Toolkit (VTK)
  • Fiji/ImageJ
  • Jupyter, Matplotlib, Plotly, Streamlit, Gnuplot
  • LaTeX
  • VMD
  • Dragonfly, Cera

Cloud Infrastructure

  • Experienced with GCP, Azure, and AWS
  • GitHub, GitLab
  • NoSQL DBs and tools
  • SLURM, Azure Cycle Cloud
  • Experience in managing scientific compute environments
logos of maXerial's cloud infrastructure skills