Open to opportunities

Felix Koba

@felixkoba

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Creative game developer with expertise in AI integration and Unity.

Montenegro

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What I'm looking for

I seek a collaborative environment where I can innovate and grow in game development and AI integration.

I am a passionate game developer with practical experience in creating 2D and 3D games, particularly focusing on integrating AI models into Unity3D. My journey has led me to develop innovative solutions, such as an AI-powered classifier for 3D voxel-based models, where I successfully engineered real-time model inference without compromising performance. I thrive in dynamic environments and enjoy tackling complex challenges.

Currently pursuing a Bachelor's in Information Technology and Systems, I have honed my skills in programming languages like C# and Python, alongside machine learning frameworks such as PyTorch. My dedication to continuous learning is evident through various courses and projects, including a recent achievement of 3rd place at the Montenegro Global Game Jam. I am eager to contribute my creativity and technical expertise to exciting projects.

Experience

Work history, roles, and key accomplishments

3D CNN-Transformer Model Designer

Self-Employed

Dec 2023 - Feb 2024 (2 months)

Designed and trained a lightweight 3D CNN-Transformer model for voxel data classification, achieving high accuracy on the ModelNet10 dataset. Optimized neural network architecture for improved processing speed.

Machine Learning Voxel Classification Python PyTorch Data Processing Optimization Performance Tuning

AI-Powered Voxel Classifier Developer

Self-Employed

Oct 2023 - Dec 2023 (2 months)

Developed an AI-powered classifier for 3D voxel-based models in Unity using C# and Python/PyTorch. Engineered asynchronous integration of a PyTorch neural network into Unity, enabling real-time model inference without impacting performance.