Freelancer

Development of an application to visualize and process signed distance fields and meshes in C++, OpenGL, CUDA and CGAL with PyTorch and Flask

Proof-of-concept development of particle swarm optimization for 2D and 3D curve reconstruction in C++ with visualizations in Python; published as SwarmCurves: Evolutionary Curve Reconstruction

Development of a neural network architecture for 2D curve reconstruction using inception blocks in Python and TensorFlow; published as InceptCurves: curve reconstruction using an inception network

Management of a Bachelor project for encoding LEGO pieces with a neural network and editing the encoding in real time using Python, TensorFlow, C++ and OpenGL; published as LatEd: A Geometric Latent Vector Editor

Management of a Bachelor project for 2D curve reconstruction using a genetic algorithm in Python and implementation of common Blender mesh operations in C++ to reconstruct 3D meshes; published as Genetic Subdivision Curve and Surface Reconstruction

Development of a neural network architecture for 2D curve reconstruction using a U-Net based architecture in Python; published in 2D B-spline Curve Reconstruction using Convolutional Auto-Encoders and Distance Fields

Management of the implementation of an assignment testing system for geometry processing using C++, GTest and Redis as backend and Python with Flask and TypeScript as frontend

Development of a 3D machine learning dataset generation tool simulating a design process using Blender mesh operations in C++ and CUDA

Team size: 2-3 people