I'm a Hacker-in-Residence at Voxel51, building integrations, dataset importers, plugins, and zoo model implementations for FiftyOne — the open-source platform for visual AI.
My background spans actuarial sciences, biostatistics, and data science. I got into dev rel at Comet, Pachyderm, and Deci AI before joining Voxel51. I teach to learn — that's how I end up building Coursera courses, writing tutorials, and running workshops.
🔧 FiftyOne ecosystem — zoo model integrations (Qwen3-VL, Molmo2, SAM3, ColPali, Jina v4), dataset parsers across domains (retail, medical, robotics, remote sensing, document AI), and plugins for everything from annotation visualization to ComfyUI-style workflows.
🤖 VLA & robotics — RLDS/LeRobot dataset importers, proprioceptive data visualization, and building the data foundations for vision-language-action models.
🧊 3D vision — FO3D format pipelines, point cloud integrations (Utonia, Uni3D), 3D Gaussian Splatting rendering, and multi-camera retail scene reconstruction.
📄 Document AI — visual document embeddings, OCR model integrations (MinerU, DeepSeek-OCR, olmOCR-2), and agentic routing workflows with FiftyOne.
