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Sergey A.

Sergey A.

Software Developer

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  • Timeline

  • About me

    Software Developer | Deep Learning Engineer | Computer Vision Engineer

  • Education

    • Siberian State Automobile and Highway Academy

      2005 - 2010
      Information Security specialist Information security of automated systems

      Activities and Societies: i was the head of the group. Participated in the faculty's student activists.

    • 76 school

      1995 - 2005

    • Udacity

      2020 - 2020
      Computer Vision Data Processing Computer Vision Engineer

      Activities and Societies: As part of nanodegree I have implemented next projects: - Facial Keypoint Detection - Image Captioning - Landmard Detection and Tracking Having completed this nano-degree I learned how particular Computer Vision tasks can be resolved. I have also gained an insight how state of the art neural networks, like YOLO, works.Skills: Computer Vision, CNN, RNN, LSTM, OpenCV, ORB, Edge Detection, Kalman Filter, YOLO, Image Segmentation, Python, PyTorch.

    • Udacity

      2019 - 2020
      Deep Learning Engineer Data Processing Deep Learning Engineer

      Activities and Societies: As part of Nanodegree I made next projects: - Student admissions prediction - Bike sharing prediction - Dog's breed classifier - TV Script generation - Face generation - Sagemaker deployment As a result of passing this Nanodegree I gained an insight how neural networks work under the hood. How CNNs, RNNs and GANs can be applied for solving different problems. As well as how Machine Learning Workflow can be built using Amazon SageMaker.Skills: CNN, RNN, Embedding, LSTM, GAN, CycleGAN, Amazon SageMaker, Python, Numpy.

  • Experience

    • GRAD Ltd

      Sept 2009 - Feb 2013
      Software Developer

      The Institute of Spatial Planning `GRAD` develops and maintains a geospatial analytic system. As part of the team I was responsible for developing a Web component for publishing cartographic data, as well as for developing various tools. It was quite challenging project because it involved different platforms and technologies combined together.Skills: .Net C#, ASP.Net MVC, WCF, WPF, Ado.Net, Oracle 11g, Internet Information Server, SQL, Java, JavaScript, ExtJS, OpenLayers, GeoServer, Oracle Solaris, JIRA, TeamCity. Show less

    • Smart Squirrel Ltd

      Jan 2010 - Jan 2014
      Senior .Net Developer

      - Software development by customers' request.Skills: C#, MS SQL, MySQL, SQLite, WPF, WCF, Asp.Net MVC, Visual Studio, TeamCity, Git, SVN.

    • Trakopolis IoT Corp.

      Jan 2014 - Jun 2018
      Senior Software Developer

      - Found out and eliminated bottlenecks in the database access layer.- Participated in the development of a new high load architecture.- Had been involved in all processes of development, deployment, and maintenance.Skills: C#, Entity Framework, MS SQL, ASP.NET MVC, WCF, WPF, Windows Azure, Redis, TFS, Visual tudio, Continua.

    • Insys

      Jun 2018 - Jan 2020
      Senior Software Developer

      - Developed a highly scalable tool for collecting information from the internet.- Learned a new stack of technologies in a short period.Skills: Java, Scala, BigTable, Redis, Digital Ocean, Docker, Kubernetes, Git, Idea.

    • Self Employed

      Mar 2020 - Apr 2021
      Deep Learning Engineer

      - Gaining experience in the desired area by taking courses.- Participating in competitions.Skills: Python, CNN, RNN, GANs, PyTorch, Keras, TensorFlow, OpenCV, Google Cloud, Jupyter Notebook, Anaconda.

    • SmartMerch

      Apr 2021 - Sept 2022
      Software Engineer

      - Extending functionality of the core product.- Eliminating issues and improving functionality.Skills: Python, OpenCV, PyTorch, Jupyter Notebook, Redis, Docker, Celery, Linux, Git.

    • Self Employed

      Oct 2023 - now
      Senior Software Engineer

  • Licenses & Certifications