dmytro hrybov

ml engineer. eight years shipping deep learning into production. mostly 3d cv, evals, world models. currently in san francisco, working on physical ai for factories

warsaw → san francisco

now

  • aug–oct 2026

    founder resident at entrepreneurs first, the bridge (s26), san francisco. working on industrial robotics deployment.

  • since apr 2026

    co-founder & cto at modelroom. agents that plan and execute multi-shot video production on a node canvas, scoring third-party video, voice and image models against a custom evaluation harness.

before

  1. 2025–26

    google · software engineer, kaggle research

    reproduced and transparently hosted major llm benchmarks (mmlu, facts grounding) on kaggle benchmarks. built the agentic pipelines behind the data science agent in colab enterprise. led gpu region expansion, rolling out b200 / h200 / h100 capacity across gcp.

  2. 2023–25

    promaton · senior machine learning researcher

    3d mesh reconstruction and deformation, point-cloud segmentation and generation, pose estimation in the dental domain. ran several greenfield projects end to end: system design, data acquisition, research, deployment.

  3. 2020–23

    surgalign · machine learning engineer

    neural networks on 2d and 3d medical scans for surgical tasks: spinal cord instance segmentation, pedicle screw placement, 3d patient orientation. led a five-person team annotating ct and o-arm volumes. rebuilt the training pipeline for a 240% throughput increase.

  4. 2019–20

    tcl research europe · ai engineer

    image enhancement research for tvs and phones: hdrnet, gans, transformers, detection and segmentation. improved a human-body segmentation network by 4.09% mean iou. co-authored the ntire 2020 challenge on video quality mapping (cvpr workshops).

also

  • 2022–23

    real-time generative installations for science and art events. audio-to-video stylegan3 and a custom-optimized image-to-image sdxl turbo, both running live above 30 fps.

  • 2016–20

    bsc computer science (machine learning), polish-japanese academy of information technology, warsaw.

  • i speak english, ukrainian, polish and russian fluently.