Eduard Seredin

Eduard Seredin Email and Phone Number

Own & Custom Tech Product Development | Architect | Lead Data Scientist (Computer Vision, AI, NLP, ML, DL) | Lead Full-Stack Software Engineer @ ScientificDevs
Eduard Seredin's Location
Minsk, Belarus, Belarus
About Eduard Seredin

Design, development and implementation of commercial and scientific-applied software (more than 200 projects) for regular and new customers from idea to full integration. It does not matter if I have been working alone or with a team since the start of the project, I always participate personally in all stages of project development and implementation. One of the main features is the ability to close several positions at once at a high level, starting from communicating with the customer as a business analyst, architect and project manager, continuing with employee training and participation in software development, and ending with implementation, integration and presentation.I work with the following programming languages and technologies:- C / C++ (since 2001);- C# (since 2002);- CUDA (since 2007);- Python (since 2017);- Go (since 2020);- Rust (since 2020);- Db SQL (since 2002);- Db NoSQL (since 2017);- .Net (since 2001);- .Net Core (since 2017);- Backend (since 2017);- Desktop app (since 2002);- Mobile app: Android, iOS (since 2017);- WPF (since 2006);- Xamarin (since 2017);- MAUI (since 2022);- Data Science (since 2000);- Image/Video/Audio Processing (since 2000);- Computer Vision (since 2002);- Gen AI (since 2017);- NLP (since 2017);- Machine Learning (since 2013);- Deep Learning (since 2017);- FFmpeg (since 2001);- OpenCV (since 2006);- Pytorch (since 2017);- Tensorflow (since 2017);- Algotrading, Crypto, Web3, DeFi, NFT, Blockchain (since 2020).Scientific area: Computer Vision, Image/Video/Audio Processing, Gen AI, NLP, ML, DL, OpenCV, FFmpeg, libav, PyTorch(LibTorch), Tensorflow - CNN, Autoencoder, VAE, GAN, RNN, LSTM, GRU, LLM, LMM, LAM, Transformer, Diffusion models and etc.Backend: Nginx, RestAPI, SOAP, gRPC, GraphQL, WASM, Oauth2, JWT, .Net Core 1.0-3.1, .Net 5-8, Flask, Django, Fast API.Database: MSSQL, MySQL, PostgreSQL, MongoDB, ClickHouse, Redis, Memcached, Cassandra and etc.Bla-bla-bla: GoF, SOLID, DRY, KISS, GRASP, YAGNI.Any other technologies and libraries:- Cmake, Makefile, GCC, GDB, Clang.- Numpy, Pandas, Sklearn, SQLAlchemy.- Tensorboard, Grafana, Prometheus, Graphite, ClearML, Swagger, AsyncAPI, Redoc.- CI, CD, GitLab CI, Docker, Kubernetes, Airflow, MLFlow, Elasticsearch, RabbitMQ, MassTransit, Kafka, Celery, Faust, Sentry.- Git, GitLab, Jira, Confluence, Trello, MS Project, MS Visio, Draw.io.- Agile, Scrum, Kanban, SAFe, SDLC, SSDLC, DDD, ETL, ELT, Event Driven, ArchiMate, BPMN, C4, UML, EPC, IDEF0, TOGAF, LEAF, Gartner-Meta, Sparx EA, Visual Paradigm, EDA, CQRS, Event Sourcing.

Eduard Seredin's Current Company Details
ScientificDevs

Scientificdevs

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Own & Custom Tech Product Development | Architect | Lead Data Scientist (Computer Vision, AI, NLP, ML, DL) | Lead Full-Stack Software Engineer
Employees:
1
Eduard Seredin Work Experience Details
  • Scientificdevs
    Founder, Ceo, Chief Data Scientist(Computer Vision), Chief Full-Stack Software Engineer
    Scientificdevs Mar 2017 - Present
    Analysis and conceptual development of ideas and approaches in computer vision tasks for all projects. Defining and creating the architecture of the software.How it works:- help companies and startups to improve their competence and develop new products of various forms of cooperation;- development and implementation own scientific-applied algorithms and software based on them, then find investors or sell the finished product.Areas of activity (Full-Stack Development):- Data Science, Computer Vision, AI, NLP, ML, DL (Algorithms & Software, C++, Python);- C#, .NET, MAUI, WPF (Desktop app: Windows, MacOS; Mobile app: Android, iOS; Backend: Linux, Windows);- CUDA, GPGPU, TensorRT (Memory optimization, Top performance);- Algotrading, Crypto, Web3, DeFi, NFT, Blockchain (C, C++, CUDA, C#, Python, Go, Rust).Information about some of the latest developments:https://www.linkedin.com/in/eduard-seredin/recent-activity/all/
  • Carementorai
    Lead Data Scientist(Computer Vision), Lead Software Engineer
    Carementorai Jan 2022 - Oct 2022
    Analysis and conceptual development of ideas and approaches in computer vision tasks for all projects. Research, development and implementation of algorithms for segmentation and classification of medical pathologies. Team management, definition and creation of the architecture of the software.
  • Fantogramma
    Ceo, Lead Data Scientist(Computer Vision), Lead Software Engineer
    Fantogramma Feb 2019 - Jul 2019
    Минск, Республика Беларусь
    Analysis and conceptual development of ideas and approaches in computer vision tasks for all projects. Defining and creating the architecture of the software. Development and implementation of algorithms for search and overlay objects. Team selection, management and creation of the architecture of interaction of all departments.
  • Objectstyle
    Lead Data Scientist(Computer Vision), Lead Software Engineer
    Objectstyle Jun 2018 - Dec 2018
    Минск, Республика Беларусь
    A project for the NHL. Research and development of new algorithms for processing video data of hockey matches using computer vision. Calculation and analysis of various player indicators and other statistical parameters.
  • Mediterra
    Lead Data Scientist(Computer Vision), Lead Software Engineer
    Mediterra Nov 2017 - Dec 2018
    Projects analysis for R&D and PoC stages.
  • Gik Media
    Lead Data Scientist(Computer Vision), Lead Software Engineer
    Gik Media Mar 2017 - Feb 2018
    Минск, Республика Беларусь
    Team management, definition and creation of the architecture of the software. Installation and configuration of a dedicated server. Development and implementation of software for working with video content:- fully automatic analysis of any video files divided into separate fragments in accordance with predefined algorithms based on computer vision;- viewing and editing fragments with saving the results;- database;- API;- additional software.
  • Uiip Nas Belarus
    Academic Scientist, Lead Software Engineer
    Uiip Nas Belarus Feb 2013 - Mar 2017
    Минск, Республика Беларусь
    Laboratory of image processing and recognition. Research and applied scientific work in the field of image and video processing as a researcher and application programmer.Algorithms and methods for several parallel libraries have been developed and implemented. About 20 peer-reviewed articles and abstracts have been published, including articles in the NVIDIA CUDA Almanac journal:- algorithms for tracking objects in real time on board the UAV;- monitoring of agricultural lands based on Earth space sensing data;- processing and analysis of sensor data obtained during testing and diagnostics of rocks;- an interactive algorithm for recognizing linear objects in aerial and satellite images.
  • Individual Entrepreneurship / Private Practice / Freelance
    Software Engineer
    Individual Entrepreneurship / Private Practice / Freelance Sep 2005 - Jan 2013
    Минск, Республика Беларусь
    Custom development and implementation of more than 100 projects in the field of computer vision and image processing.
  • Wedding Agency, Tv
    Professional Photography, Video Engineer
    Wedding Agency, Tv Oct 2002 - Jan 2013
    Минск, Республика Беларусь
    Photo and video processing(Adobe Premiere, Adobe After Effects, Adobe Photoshop, Sound Forge and etc.).

Frequently Asked Questions about Eduard Seredin

What company does Eduard Seredin work for?

Eduard Seredin works for Scientificdevs

What is Eduard Seredin's role at the current company?

Eduard Seredin's current role is Own & Custom Tech Product Development | Architect | Lead Data Scientist (Computer Vision, AI, NLP, ML, DL) | Lead Full-Stack Software Engineer.

What schools did Eduard Seredin attend?

Eduard Seredin attended Belarusian State University Of Informatics And Radioelectronics, Belarusian State University Of Informatics And Radioelectronics, Belarusian State University Of Informatics And Radioelectronics.

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