Aleksei Goriunov
Computer Vision Engineer at IntelligiChain- Claim this Profile
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Bio
Experience
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IntelligiChain
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United States
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Software Development
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1 - 100 Employee
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Computer Vision Engineer
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Jan 2022 - Present
Computer Vision Video Surveillance System
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Co-Founder
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Dec 2019 - Present
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Computer Vision Engineer
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Jul 2020 - Jan 2022
Project: Computer Vision Security SystemTasks and Accomplishments:● Implementing custom object detectors for highly specialized area (< 20ms latency)● Implementing custom tracking algorithms● Implementing algorithms to efficiently process various kind of data (RGB/NIR/Thermal 2D images and 3Dpoint clouds)● Integrating and optimizing various kind of neural networks (tensorrt/openvino)● Integrating various types of external sensors to application’s pipeline● Wrapping solutions to docker containers to simplify deployment process● Optimizing a code to achieve the minimal possible latency for the application’s pipeline Show less
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Computer Vision Engineer
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Dec 2019 - Jul 2020
Project: Video Surveillance Computer Vision Project● Porting python based algorithms to c++ code● Implemented a Fever-Screening application that detects a face, measures a facial-skin temperature, determines whether there is a mask on the face. Application was developed on a highly specialized chipset.● Implementation of C++ solutions, based on Neural Networks and different algorithms (object detection, objects tracking, background subtraction etc).● Integration of Neural Networks into C++ pipeline● Investigation and implementation of various kind of computer-vision-related tasks both for C++ andpython based solutions● Converting Neural Network models to different formats to achieve the best performance on particularplatforms● Wrapping solutions to docker containers to simplify deployment process Show less
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EPAM Systems
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United States
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IT Services and IT Consulting
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700 & Above Employee
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Senior iOS Developer
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Sep 2019 - Dec 2019
Project: News App for iOS Tasks and Accomplishments: - Building a new app architecture to satisfy business needs - App optimization; managed to reduce app loading time 5 times - UI customization Project: News App for iOS Tasks and Accomplishments: - Building a new app architecture to satisfy business needs - App optimization; managed to reduce app loading time 5 times - UI customization
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MERA
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Switzerland
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Information Technology & Services
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400 - 500 Employee
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Senior iOS Developer
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Feb 2015 - Dec 2019
Point Of Sale Solution for iPads.Dev Lead (iOS)• Leading a development team (up to 20 engineers) since May 2017.• Good experience in app optimization approaches; support storing and handling big chunk of information on mobile devices – includes UI optimization, interaction with server, storing/fetching data from local database, synchronizing data in local network.• Investigation and implementation of the best practices and modern approaches for app architecture• Investigation and implementation of the modern practices for data synchronization in local network between different kind of network nodes (topology, resolving collisions, network layer)• Integration with 3rd Party network services.• Integration with external hardware devices• Good understanding of various kind of technical and business needs in FinTech software area• Active communication with management (US) and company’s partners and vendors (US, Europe, Asia)• Resolving impediments for team members, helping Management team with building project’s roadmapLanguages: Objective-C, SwiftDatabases: sqlite Show less
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C/C++ Software Developer
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Aug 2011 - Feb 2015
Projects:Mobile Navigator:Development and maintenance of a mobile application for location-based solutions.Implemented several features for the C-based Cross-Platform core of the application .VoIP Media ServerDevelopment and maintenance of a VoIP mediaserver.Managed a development team of 4 developers.Was involved into activities related both to signaling and media processing. Participated in test automation platform development for the project from the scratch. Improved SNMP server of the product.Technologies: SIP, VoIP, SNMP, C, C++, GDB, Visual Studio, MySQL, Git Show less
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Education
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State University of Nizhni Novgorod named after N.I. Lobachevsky (UNN)
Master's degree, Production Management -
State University of Nizhni Novgorod named after N.I. Lobachevsky (UNN)
Specialist, Applied Mathematics