Vladyslav Dusiak
Founding Ai Engineer @Caire
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WORK HISTORY
Founding Ai Engineer @Caire
Munich, DE
I develop machine learning models to analyze facial videos for vital sign measurement, enhancing AI-powered healthcare solutions and making health monitoring more seamless, accessible, and less invasive.
EDUCATION
Moscow Institute of Physics and Technology (State University) (MIPT)
Master of Science - MS, Mathematics and Computer Science
Southern Federal University (former Rostov State University)
Bachelor's degree, Mathematics and Computer Science
ABOUT VLADYSLAV DUSIAK
I am a skilled Data Scientist with over six years of experience in designing and implementing cutting-edge computer vision and machine learning solutions. My work spans diverse fields, including medical imaging, generative AI, and OCR, with a track record of delivering impactful results in both research and production environments.Currently, I work at retina.help in Munich, where I have improved diagnostic algorithms for retinal image analysis, achieving substantial performance boosts in sensitivity and accuracy. My initiatives have enhanced segmentation IoU scores, streamlined training pipelines, and optimized model deployments to reduce computational resource usage.Previously, at CVisionLab, I led and mentored teams to deliver complex projects like OCR models and object detection systems. My work on semi-supervised learning prototypes and advanced computer vision architectures accelerated project timelines and exceeded client expectations.Key strengths- Proficient in Python and familiar with C/C++- Expertise in frameworks like PyTorch, TensorFlow, and libraries like OpenCV, Diffusers, and Transformers- Skilled in Docker, Git, REST APIs, Gradio and wandb- Fluent in English, native in Russian and Ukrainian.I hold a Master’s degree in Applied Mathematics and Informatics from the Moscow Institute of Physics and Technology, where I explored seq2seq architectures for unsupervised character segmentation.I’m passionate about solving complex challenges with innovative AI solutions, mentoring others in the field, and contributing to groundbreaking advancements in computer vision and machine learning.
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