Nikita Kiselov
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Рівень володіння мовами
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I am an AI and Machine Learning professional with a strong background in both commercial projects and applied AI academic research. Ready to bring the benefits of AI to your business.
Core areas:
• Natural Language Processing (NLP) | Text & Audio
• Generative AI | Image, Text and beyond
• Computer Vision
• AI in healthcare
Experience and results:
• Implemented the method that enabled LLMs (Large Language Models) on long context windows and reduced computational costs by 40%.
• Deploying of open-source LLMs. Pioneered enabling LLM training on complex vector graphics.
• Trusted AI | Object Detection and Self-supervised Learning (details under NDA)
• Generative AI for Digital fashion. Reproduced SOTA results on custom dataset.
• Computer vision | Created Activity recognition model to detect symptoms of the flu on a video.
• AI in Healthcare | Utilised generative model with novel architecture in this domain. Applied to image normalisation that further were used to analyse Alzeigehimer disease symptoms.
• NLP | Automatic Emotion Recognition on the Political Speech Corpus through Semi-supervised Learning. Produced SOTA dataset for this domain.
• CV | Created Depth estimation for thermal vision. This approach was further used and secured Grand-Prix on the prestigious robotics challenge.