Alexander Komar-Freelancer
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Experience
Freelancer
Zirkonzahn
- Implemented features into existing software, including applications for neural networks and rendering features using C# and WPF
- Collaborated in a team of 3 people
Researcher (PhD in Geometry Processing)
TU Graz
- Developed an application to visualize and process signed distance fields and meshes in C++, OpenGL, CUDA and CGAL
- Used Python, PyTorch, Flask and TensorFlow for backend and frontend tasks
- Proof-of-concept development of particle swarm optimization for 2D and 3D curve reconstruction in C++ with Python visualizations, published as SwarmCurves: Evolutionary Curve Reconstruction
- Developed a neural network architecture for 2D curve reconstruction using inception blocks in Python and TensorFlow, published as InceptCurves: curve reconstruction using an inception network
- Managed bachelor projects: encoding LEGO pieces with a neural network and editing the encoding in real time (LatEd: A Geometric Latent Vector Editor)
- Managed bachelor projects: 2D curve reconstruction using a genetic algorithm, implemented genetic algorithm and common Blender mesh operations in C++ (Genetic Subdivision Curve and Surface Reconstruction)
- Developed a neural network architecture for 2D curve reconstruction using a UNet-based architecture in Python, published in 2D B-spline Curve Reconstruction using Convolutional Auto-Encoders and Distance Fields
- Implemented an assignment testing system for geometry processing using C++, GTest and Redis backend and Python with Flask and TypeScript frontend
- Developed a 3D machine learning dataset generation tool simulating a design process using Blender mesh operations in C++ and CUDA
- Supervised 9 bachelor theses
Programmer
K&S Engineers
- Added features to a cross-application communication protocol using Google Protobuf in C++
- Developed a Visual Basic script debugging application in C# and WPF building upon a legacy implementation
- Collaborated in a team of 3 people
Researcher (Master Thesis)
TU Graz
- Developed a real-time rendering pipeline for Gaussian-Product subdivision surfaces using C++ and full OpenGL pipeline
- Published in Real-Time Gaussian-Product Subdivision on the GPU
- Collaborated in a team of 2 people
Junior Researcher
CrossSAVE-CH Project
- Developed a proof-of-concept application for image inpainting and multimodal retrieval, contour extraction and ornament annotation in C++, CUDA and Qt
- Implemented an interactive web visualization tool of metadata in TypeScript and Qt
- Collaborated in a team of 6-7 people
Programmer
Zirkonzahn
- Development of a website building tool based on design templates using JavaScript and PHP and MySQL
- Collaborated in a team of 3-4 people
Industry Experience
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Experienced in Education, Healthcare, Manufacturing, and Information Technology.
Business Area Experience
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Experienced in Information Technology, Product Development, and Research and Development.
Skills
- Programming
- Design
- Management
- Research
Languages
Education
TU Graz
Doctor of Philosophy, Geometry Processing · Graz, Austria
TU Graz
Master of Science · Graz, Austria
TU Graz
Bachelor of Science · Graz, Austria
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