Divergent thinking, futuristic solutions.
EXPERIENCE
15+ years freelance robotics and electronics prototyping
7+ years professional robotics manufacturing and programming
3+ years Unity/C# Development with emphasis on Augmented & Virtual Reality
SPECIALTIES
General Skills
Git (hub, lab)
Google Colab/Jupyter Notebooks
Prop/Costume creation & set design
Cinematography (DSLR, drone, underwater, stereoscopic, 360)
Video editing (Premiere, AE, KDENLive)
3D Printing
Software Development
18 years robotics design and prototyping
10 years robotics & electronics manufacturing
6 years Unity & C# with emphasis on XR
Web development
Native mobile applications (Android, iOS)
Development on XR headsets: Magic Leap 1 & 2, Hololens 2, Quest 2, Quest Pro, Nreal, Mad Gaze Glow (+), Vuzix Blade, Project North Star, Snap Spectacles, Vive (pro)
Arduino
Artificial Intelligence
8 years computer vision (YOLACT, YOLO, ImageNet, etc)
Python with emphasis on neural networks
Generative Adversarial Networks (style transfer, StarGAN, VQGAN, ArtBreeder)
Diffusion based image/video (DallE, Stable Diffusion, Midjourney, Disco Diffusion, Music Driven Disco Diffusion, pytti)
Voice Cloning
CLIP (Contrastive Language-Image Pretraining)
OpenAI Jukebox
SampleRNN (music generation)
NeRF (Neural Radiance Fields)
Spleeter (AI stem creation from mixed tracks)
Deep Dream
Quantum Classification (Sieve of Eratosthenes)
Neural frame interpolation
Image/Video Colorization
Image Classification
CharRNN (Multi-layer Recurrent Neural Network for character-level language text generation)
LLM (Large Language Model) for text & code generation (GPT4, GPTJ, Alpaca)
Sentiment Analysis via NLTK (Natural Language Toolkit)
NLP (Natural Language Processing)
Transfer Learning (for image classification, medical diagnostics)
Fraud Detection via logistic regression
Data Forecasting via linear regression, gradient boosting, LSTM
Text-to-speech
Speech-to-text
IBM Watson (voice API)
Protein folding (AlphaFold, Folding@home)
Extended Reality (XR)
5 years Volumetric video (Depthkit, 4D Views, Microsoft)
Photogrammetry
Motion Capture (Brekel, Depthkit)
Interactive Web/WebXR: MediaPipe, Model Viewer, Webaverse, A Frame, 3JS, MindAR-js
Looking Glass display
2D to 3D image/video conversion
Augmented Reality Fashion (virtual try-on, clothing segmentation with DeepLab)
MRTK (Mixed Reality Toolkit)
Emerging Technologies
NFT randomizers (Blender, Unity, Web)
Galvanic Vestibular Stimulation
EEG (electroencephalogram)
EMG (electromyogram)