Jonathan Vos

Background

About Jonathan Vos

Platform45 2017-Present Technologies: • Synthetic data generation algorithms using CSP’s, Montecarlo’s, 3D textures, image tiling, semantic segmentation data, instance segmentation data, bounding boxes and CT scans. • Convolutional image autoencoders. • Multimodal architectures including semantic segmentation models, instance segmentation models, convolutional classifiers and more. • Low latency models on video streams. • Clustering algorithms for dimensionality reduction on images, automatic data labelling and ranking systems. • Data engineering. • 3D modelling and simulation of dynamic processes. • Photogrammetry. • Digital twins. • Meta-learning. • Thermal tracking. • Genetic algorithms. Dotcloud 2014-2017 Technologies: • Skeletal-based tracking systems. • Designed and developed proprietary Internet of Things platform. Including hardware (electronic circuit boards), firmware, embedded systems (native operating systems), peripheral web applications (mobile and web) and data analysis (real-time telemetry). Programming languages, frameworks, scripts and mark-ups: C, C++, JavaScript, MATLAB, Python, VHDL, Arduino, Keras, Tensorflow, OpenCV, Qiskit, Google AppScript, bash, blender, pytorch