Computer Vision Engineer

Описание

Arsen Malkhasyan Russia, City Dolgoprudny, Pervomayskaya Street, 30/7 � +7-925-295-81-19 R arsen.malkhasyan2001@gmail.com � Arsen Malkhasyan � ArsenMalkh EDUCATION Moscow Institute of Physics and Technology(MIPT) 09.2023 – Present MA in Applied Mathematics and Computer Science Moscow, Russia Department of Computational Linguistics ABBYY (NLP) 02.2022 – 07.2023 Machine learning, BackEnd developer Moscow, Russia Moscow Institute of Physics and Technology(MIPT) 09.2019 – 07.2023 BA in Applied Mathematics and Computer Science Dolgoprudny, Russia Specialized School in Physics and Mathematics 09.2013 – 07.2019 Yerevan, Armenia Certificates Armenian Republican Informatics Olympiad gained in 11th grade. 05.2018 Diploma 2nd degree Yerevan, Armenia All-Russian Olympiad of School Students in Informatics 2018 12.2018 3-rd Diploma of South Caucasus Tbilisi, Georgia Olympiads held by MIPT (Moscow Institute of Science and technology) 02.2019 Five diplomas of mathematics and physics Moscow, Russia Armenian Republican Informatics Olympiad gained 12th grades 05.2019 Diploma 2nd degree Yerevan, Armenia Tinkoff Mathematical Olympiad with Mehmat of Moscow State University. 04.2021 Diploma First degree Moscow, Russia OpenDoors - Computer and Data Science. 02.2023 Winner’s diploma Remote EXPERIENCE Picsart October 2018 - July 2019 Backend developer Remote –Developing camera calibration in C and C++, primarily focusing on ob ject-oriented programming in C++ for PTZ camera calibration –Implementing real-time distortion fixing of complex video in C++ Startup - VR(virtual reality) system February 2022 - May 2022 Backend, Network Developer Remote –Implementing in network development, creating socket servers, clients and data serialization(C, C++) –Working ob ject integration logic into VR system MIPT(Moscow Institute of Science and technology) September 2022 - Present C++ Teacher Dolgoprudny, Russia North Vision Intelligence(NVI) March 2022 - November 2023 ML, CV engineer Moscow, Shukhova 14 –Handled detection, classification, and segmentation of various ob jects and markers, integrating with natural logic (e.g., fire detection in frames). Utilized extensive datasets, including synthetic data for tasks like pipe leakage detection. Implemented diverse architectures such as YOLO, ResNet, U-Net, YOLO with transformers, and more.(Python, SQL) -Implementing the deployment of these neural networks.(C++) JuniStat June 2023 - December 2023 ML, CV engineer remote –Developed panoramic stitching software in Python and later optimized it in C++ for seamless image integration. –Specialized in player detection, tracking, and re-identification on football fields, incorporating OCR for jersey number and name recognition. –Led the design and development of a 2D football game, overseeing game mechanics, and conducted statistical analysis for matches, focusing on pass counts, player tra jectories, and heatmaps using Python and SQL. Starpets Roblox September 2023 - Present ML, CV engineer remote . –Implemented recognition and classification of diverse ob jects, integrating with natural algorithms, and successfully deployed these neural networks –Developed OCR-based neural networks that read player nicknames from synthetic data, contributing to the successful deployment and integration of these networks. SKILLS Languages: Armenian, Russian(Fluent), English(upper Intermediate) Programming Languages: C, C++, C, Golang, Java, SQL, Python, ARM/Intel ASM, CSS, unity, php Technical Skills: OOP, Concurrency, Modern Statistics, Optimization Methods, Algorithms and data structures, Computer architecture and operation system (CAOS), Probability theory, Mathematical statistics, Advanced Machine Learning, Advanced NLP, Advanced CV, Data analysis, Applied and Pure Math Sub jects, Technologies/Frameworks: Vim, Clion, VS Code, Intellij Idea, Docker, Linux, GitHub, Git, Bash, Jupyter Notebook, Pytorch, PostgreSQL Parallel Programming (mpi, OpenMP, cuda, hdfs, spark, hive, hadoop)