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@sanek
Machine learning engineer with expertise in deep learning and NLP.
I am a dedicated Machine Learning Engineer with years of experience in Computer Science and a strong focus on deep learning, computer vision, reinforcement learning, and natural language processing. My journey in the tech industry has been marked by a commitment to innovation and excellence, as I strive to contribute to groundbreaking projects in the machine learning field.
During my tenure as an ML-Developer at Yandex, I successfully trained LLM-based Voice Cloning TTS models for a video translation service that serves millions of users. My efforts led to a 6% improvement in model reconstruction through rigorous experimentation aimed at enhancing model flexibility, stability, and efficiency. Additionally, I have worked on various projects, including implementing the GPT-2 architecture and MobileNetV1, where I surpassed initial performance benchmarks and gained a deep understanding of lightweight, efficient convolutional neural networks.
My technical skills encompass a wide range of tools and frameworks, including Python, C++, PyTorch, and TensorFlow. I have a proven track record of processing and filtering large datasets, feature engineering, and applying dimensionality reduction techniques to optimize model performance. I am excited about the opportunity to leverage my skills and experiences to drive innovation in the machine learning industry.
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Work history, roles, and key accomplishments
Yandex
Jan 2025 - Present (10 months)
Trained LLM-based Voice Cloning TTS models for a Video Translation service with millions of users. Conducted experiments to improve model flexibility, stability, and efficiency, resulting in a 6% improvement in reconstruction.
Degrees, certifications, and relevant coursework
Bachelor in Computer Science, Computer Science
Grade: 8.5
Studied Computer Science at Belarusian State University. Focused on foundational concepts and advanced topics within the field.
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