Constantine Chimpoesh Email and Phone Number
With a Master’s degree in Computer Science, I bring 5 years of experience in Machine Learning,specializing in Deep Learning and Computer Vision. My work at Huawei and Zero10 has led to finishedprojects in areas such as Footwear Try-On, Pose Estimation, Visual Localisation, and Depth Estimation.Projects: Footwear Try-On with a pleasant visual experience and high robustness that works in real-time; Monocular Depth Estimation that enhances the camera pipeline; Visual Localisation and IndoorDepth Estimation.Technical Skills: ML, DL, Computer Vision, Pose Estimation, Image Processing, Depth Estimation,Segmentation, NLP.
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Senior Machine Learning EngineerCorporare Systems Nov 2024 - Present
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Senior Machine Learning EngineerZero10 Aug 2023 - Nov 2024 -
Deep Learning EngineerHuawei Jan 2020 - Aug 2023Moscow, Moscow City, Russia(General purpose) Monocular Depth Distillation: - Distilled large transformer model into lightweight CNN with negligible degradation - Model used as a part of the camera pipeline(Indoor) Monocular Depth Estimation: - Designed method specifically for indoor scenario - RMSE improved by 15% compared to baseline - Model outperformed the SOTA MiDaS v3.0 DPT-Large in the indoor scenario, being 10 times smaller Visual Localisation: - From scratch to working prototype: core algorithms design, experiments and implementation - Robust 6DoF visual localisation achieved xx accuracy within xx meters and xx degrees - Mentorship of an internAwards: - Best Employee MRC President Award 2020 -
Deep Learning Engineer InternshipHuawei Oct 2019 - Dec 2019Neural Architecture Search Experiments: - Large-scale experiments with MNAS, ENAS
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Research InternHigher School Of Economics Jan 2021 - Jul 2022Generative Models Uncertainty Estimation: - Participated in the LHCb fast data simulation project and developed methods for uncertainty estimation of generative models - Presented our contribution to the https://indico.cern.ch/event/855454/contributions/4598662 ACAT 2021 conference - The paper was published in the Journal of Physics
Constantine Chimpoesh Education Details
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Gpa 8/10
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Gpa 4.9/5
Frequently Asked Questions about Constantine Chimpoesh
What company does Constantine Chimpoesh work for?
Constantine Chimpoesh works for Corporare Systems
What is Constantine Chimpoesh's role at the current company?
Constantine Chimpoesh's current role is Machine Learning Engineer at Corporare Systems.
What schools did Constantine Chimpoesh attend?
Constantine Chimpoesh attended Higher School Of Economics, Bauman Moscow State Technical University.
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