Who is Arsenii S.? Overview
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Arsenii S. is listed as Software Engineer at Pipe, based in Greater Vancouver Metropolitan Area, Canada. AeroLeads shows a matched LinkedIn profile for Arsenii S..
Arsenii S. previously worked as Machine Learning Developer at Aparavi and Data Science Researcher at Aviva. Arsenii S. holds Master'S Degree, Applied Mathematics from National Technical University Of Ukraine 'Kyiv Polytechnic Institute'.
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Email format at Pipe
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Pipe
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Profile bio
About Arsenii S.
At APARAVI, I create advanced solutions for data management and protection using Python, PyTorch, and TensorFlow. As a Machine Learning Developer, I leverage my strong background in applied mathematics and machine learning to optimize data pipelines, enhance data quality, and reduce costs and risks for clients. I am passionate about solving complex problems and delivering value through innovative and scalable technologies.Previously, I worked as a Data Science Researcher at aviva and InTone, where I developed and deployed machine learning models for computer vision and natural language processing applications. Some of my achievements include: improving performance for heart-rate monitoring using Transformer-based solutions by 10% over state-of-the-art methods, reducing the error rate for accent recognition by 25% using Transformers models for speech data, increasing the efficiency of streaming pipeline by 60% on various CPUs, and utilizing AWS and Mediapipe to deploy models into production. I obtained my Master's degree in Applied Mathematics from National Technical University of Ukraine 'Kyiv Polytechnic Institute' in 2021, where I honed my skills in data science, large language models, and Python.
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6 roles
Arsenii S. work experience
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Machine Learning Developer
Data Science Researcher
• Designed and implemented a machine learning pipeline using Azure and Python.• Improved performance for Heart-rate monitoring using Transformer-based Computer Vision solutions by 10% over SOTA solutions.• Utilized AWS and Mediapipe to deploy machine learning solutions into production, resulting in an efficient model deployment.
Jul 2022 - Oct 2022
Machine Learning Engineer
• Optimized streaming pipeline, increasing efficiency by 60% on various CPUs.• Conducted experiments to enhance an accent recognition pipeline, incorporating Transformers models for speech data, lowering the error rate by 25%.
Nov 2021 - Jun 2022
Data Scientist
• Using Transformers for developing a time-series analysis for credit scoring decreased the number of incorrect classifications by 30%, saving the company more than 100k USD.• Revamped the ML pipeline, improving the productivity of the Data Science department by 15% through the implementation of DVC and Tableau.
Apr 2021 - Oct 2021
Data Science Engineer
• Conducted research on image segmentation for automotive and developed optimized models using Tensorflow and C++, improving the accuracy by 10%.• Contributed to computer vision pipeline development using MediaPipe and produced apps for 2 corporate applications.
Sep 2018 - Dec 2020
2 education records
Arsenii S. education
Master'S Degree, Applied Mathematics
Bachelor'S Degree, System Analysis
FAQ
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What company does Arsenii S. work for?
Arsenii S. works for Pipe.
What is Arsenii S.'s role at Pipe?
Arsenii S. is listed as Software Engineer at Pipe.
Where is Arsenii S. based?
Arsenii S. is based in Greater Vancouver Metropolitan Area, Canada while working with Pipe.
What companies has Arsenii S. worked for?
Arsenii S. has worked for Pipe, Aparavi, Aviva, Intone, and Fintech Band.
How can I contact Arsenii S.?
You can use AeroLeads to view verified contact signals for Arsenii S. at Pipe, including work email, phone, and LinkedIn data when available.
What schools did Arsenii S. attend?
Arsenii S. holds Master'S Degree, Applied Mathematics from National Technical University Of Ukraine 'Kyiv Polytechnic Institute'.
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