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sobhonium/README.md

Hi there 👋

About Me

I'm a passionate ML software developer with experience in building generative AI for 3D shapes.

💻 Tech Stack:

Python C++Matplotlib NumPy Pandas Plotly scikit-learn ScipyTrimesh MySQL PyTorch Tableau Power BiJupyter Notebook Visual Studio CodeVim FastAPI AnacondaFlaskOpenCVLaTeXLinuxDockerCMake

Skills

  • Languages: Python, C++, Bash, typescript, MATLAB/Octave
  • Frameworks: Scikit, Pytorch
  • Dashboard Design: Tableau, Power BI, Dash, Streamlit, Flask
  • Programming Lib: Eigen, Numpy, Open3d, Pyvista, Pandas, Seaborn, transformers
  • Tools: Kubernetes, Docker, GiT, MySQL
  • Math Tools: Matlab, Maple, SageMath
  • Platforms: Linux, Windows, AWS, IBM Cloud
  • Methodologies: Agile, Scrum, Test-Driven Development (TDD), CI/CD}
  • Databases: PostgreSQL, MongoDB, MySQL
  • API: FastAPI

Projects

  • TPMS Studio: A tool for designing TPMS structures for designing highly complex 3D shapes.
  • ML-Operational: Matrix-based toolkit for Operational Matrices in ML optimizers.
  • 3D printing slicer tool: Python lib to slice 3D models for printing. Without meshing and rasterizaion, this tool directly slices the shapes.
  • Graph studio: A visulaization tool developed by c++ and pyqt5 to let the lattice graphs be visualized in 3D space. The background lies in computational geometry and algebraic topology and the c++ backend code does the calculations and python binding tools are used to visualize them in 3D.

Sobhonium GitHub stats

Popular repositories Loading

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    A simple studio to work with lattice structures and build porous shapes.

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