Grigory Malivenko

I'm a Machine Learning Engineer specializing in Computer Vision, with over 9 years of experience spanning commercial R&D, open-source work, and independent research. I work across machine learning, computer vision, medical imaging, NLP, and deep learning more broadly — taking models from research into products that actually ship.A lot of my focus is on getting ML to run locally with limited resources, with hands-on experience across TensorFlow Lite (now LiteRT), TensorFlow.js, CoreML, and ONNX, as well as cloud-based deployments. As a software engineer, I'm comfortable using C/C++ to integrate algorithms into an end product under tight compute and memory constraints, and I enjoy MVP development and fast prototyping.On the side, I try to keep a few personal research projects going. In the past these centered on machine translation for low-resource languages (RU–LT and EN–LT pairs); more recently I've been exploring small language models and optimizing computer vision for edge and mobile (e.g., PyNet-V2 Mobile).Specialties: machine learning, computer vision, medical imaging, LLM/SLM, NLP, R&D, software engineering, ML for mobile & edge devices