Artur Dudnik

Artur Dudnik Email and Phone Number

Machine Learning Engineering director @ Impress
Spain
Artur Dudnik's Location
Spain, Spain
Artur Dudnik's Contact Details

Artur Dudnik work email

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About Artur Dudnik

I have 20+ years of experience as IT professional, and I know how effectively put best practices together to an optimal solutions if that possible. All-time quality is the primary focus for me, critical path metrics covered.A proof is most projects in my portfolio where you can see screenshots and feedbacks.

Artur Dudnik's Current Company Details
Impress

Impress

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Machine Learning Engineering director
Spain
Artur Dudnik Work Experience Details
  • Impress
    Machine Learning Engineering Director
    Impress
    Spain
  • Impress
    Machine Learning Engineering Director
    Impress Dec 2021 - Present
    Barcelona, Catalonia, Spain
    Investigated company needs and established a new ML department from scratch. Managed teams of annotation, deep learning, and C++ developers for an internal treatment planning product. Conducted internal research and product management to transform a young orthodontic company into an innovation leader with AI technology.Developed and implemented CBCT image segmentation for skull bones, teeth, and apexes. Conducted teeth and dental disease/issues segmentation on photos and OPTG. Segmented… Show more Investigated company needs and established a new ML department from scratch. Managed teams of annotation, deep learning, and C++ developers for an internal treatment planning product. Conducted internal research and product management to transform a young orthodontic company into an innovation leader with AI technology.Developed and implemented CBCT image segmentation for skull bones, teeth, and apexes. Conducted teeth and dental disease/issues segmentation on photos and OPTG. Segmented optical scans and predicted invisible parts. Conducted teeth anatomy segmentation. Predicted ideal positions for both jaws. Classified treatment results. Tuned models for mobile use. Conducted bite registration (alignment) to optical scans. Visualise treatment result from first visit photo. Build a physical servers for ML team to improve costs for research. Show less
  • Yandex
    Senior Machine Learning Engineer
    Yandex Oct 2019 - Dec 2021
    Moscow, Moscow City, Russia
    Conducted research on features and metrics to improve model performance. Built training and inference pipelines to streamline the model development process.Managed data annotation for multiple projects, ensuring high-quality data labeling and annotation.Successfully deployed models to production as microservices, ensuring scalability and reliability.Utilized clustering and labeling techniques such as TF-IDF/PCA to improve model performance.Investigated ranking… Show more Conducted research on features and metrics to improve model performance. Built training and inference pipelines to streamline the model development process.Managed data annotation for multiple projects, ensuring high-quality data labeling and annotation.Successfully deployed models to production as microservices, ensuring scalability and reliability.Utilized clustering and labeling techniques such as TF-IDF/PCA to improve model performance.Investigated ranking for movie/show categories to improve user experience and engagement.Performed CatBoost classification to improve model performance. Show less
  • Self Employed Upwork
    Top Rated Software Developer In React, Node, Postgrest.Org
    Self Employed Upwork May 2014 - Oct 2019
    Romote
    Performance Optimization: Achieved rapid response times of approximately 10ms, ensuring a seamless user experience.Front-End Development: Designed a responsive UI using React and Bootstrap for the sales process, incorporating virtualized infinite loader data tables with filters for efficient data management.Testing and Deployment: Integrated Selenium end-to-end and Jest unit tests into the deployment process using Docker Compose. Ensured coverage of all business-critical paths to… Show more Performance Optimization: Achieved rapid response times of approximately 10ms, ensuring a seamless user experience.Front-End Development: Designed a responsive UI using React and Bootstrap for the sales process, incorporating virtualized infinite loader data tables with filters for efficient data management.Testing and Deployment: Integrated Selenium end-to-end and Jest unit tests into the deployment process using Docker Compose. Ensured coverage of all business-critical paths to maintain high software quality.Integration: Successfully integrated digital signing services and CRM to streamline business processes.Developer Environment: Established a robust developer workspace featuring hot reloading and source mapping, with ESLint for maintaining code quality.Monitoring: Implemented a backend reporting system to a Slack channel, providing real-time updates on all situations for proactive issue management.Security: Instituted DDoS protection measures to safeguard the platform against potential cyber threats.Authentication: Implemented JWT authentication to secure user data and maintain session integrity.Containerization: Leveraged Docker for efficient application deployment, ensuring consistent runtime environments.https://taxliencloud.comhttps://mc.bet3000.com/https://bet3000.com/https://palmettopark.comhttps://www.upwork.com/fl/arturdudnik Show less
  • Toptal
    Senior Software Developer, Lead, Consultant
    Toptal Jun 2015 - Jul 2016
    Moscow, Russian Federation
    * react frontend for BuildTools in fieldgatemedia.com* Sr Engineer with.me
  • Video International
    Deputy Head Of Unit
    Video International Aug 2014 - May 2015
    Russian Federation
    * Manage: build plan of work for weeks as step by step between releases* Apply TDD practice to projects (casper tests for UI, Visual Studio & NUnit tests for integration and service layer)* Work as a mentor for employees in code review, prototypes, apply SOLID principles
  • Microsoft
    Consultant (Lead, Core Development Practice, Pre-Sale)
    Microsoft Aug 2011 - Jul 2014
    Moscow
    Experience: * Leadership & Architectural Roles: Successfully led and architected several projects, demonstrating strong leadership and technical skills. * Sberbank: Spearheaded the development of Sberbank’s talent portal, contributing to the bank’s talent acquisition and management strategies. * VTB Group: Developed a SharePoint portal to streamline audit processes and team collaboration, enhancing operational efficiency within the group. * Russian Standard Group: Designed and… Show more Experience: * Leadership & Architectural Roles: Successfully led and architected several projects, demonstrating strong leadership and technical skills. * Sberbank: Spearheaded the development of Sberbank’s talent portal, contributing to the bank’s talent acquisition and management strategies. * VTB Group: Developed a SharePoint portal to streamline audit processes and team collaboration, enhancing operational efficiency within the group. * Russian Standard Group: Designed and implemented ‘Radar’, a project management system for Roustam Tariko, facilitating effective project tracking and management.Technical Proficiencies: * Programming Languages & Frameworks: Proficient in Javascript, WCF, EF, SQL Server, Sync Framework, ADO.NET, and Azure. * Specialized Skills: Experienced in DirectX and Windows 8 device application development, with a focus on Kinect integration. Show less
  • Adamil
    Senior Developer/Team Leader
    Adamil Dec 2009 - Aug 2011
    * Advertising order accepting portal development for TV, radio, outdoor, web (asp.net mvc, Ext.JS, Ext.Direct);* Systems integration with WCF;* Enterprise services layer development;* Common libraries development (enhancements for Entity Framework, Workflow, WCF);* IoC and DI (Unity), Microsoft.Contracts and UI Tests;* Architecture design of bank client application for SMP Bank(jQuery, tmpl plugin, Ajax);* OLAP reporting system for Logitech(Analysis Service 2008).
  • Hive7
    Senior Web Developer
    Hive7 Jan 2009 - Dec 2009
    * C# ASP.Net MVC* JavaScript, HTML, CSS, Apache 2 (Ajax, Json, Load Optimize, OnePage site)* ux design (jQuery)* facebook api integration
  • Gloru.Net
    Team Leader
    Gloru.Net May 2008 - Dec 2008
    Aplication Development direction* C# ASP.Net 2, PHP (Symfony), MS SQL 2005, PG SQL 8.3* IIS, Apache* QA* JavaScript, HTML, CSS (Ajax, Json, Load Optimize)* brainstorming
  • Arthur Soft
    Ceo
    Arthur Soft Nov 2006 - May 2007
    Strategic Consulting, including business plan & sales strategy development.
  • Doitforme
    Chief Technology Officer
    Doitforme 2006 - May 2007
    * Transferbase.сom – international service for partiсipants of the football transfer market* DoItForMe.Net – international of the unskilled service market* JavaScript, HTML, CSS, Apache 2 (Ajax, Json, Load Optimize)* C# ASP.Net2
  • Baucenter Rus
    Advanced Programer And Business Analyst
    Baucenter Rus Mar 2005 - Nov 2006
    Kaliningrad Region, Russian Federation
    Comprehensive database management and migration from SQL Server 2000 to 2005.C#.NET programing client/server application.Bussines Analysis, architect, migration Analysis Server 2000 to 2005
  • Telephone.Ru
    Web Developer
    Telephone.Ru Oct 2002 - Mar 2004
    * PHP, Oracle* developed a communication system with a system of orders Telephone.Ru orders ofSamsung, developed by Lebedev Studio* successfully applied the technology XMLHttpRequest
  • System Technologies, Ltd.
    Web Developer
    System Technologies, Ltd. 2001 - 2002
    Kaliningrad Region, Russian Federation
    * development of internal corporate resources* development web site in business card style for presentation of products* custom skin shell for the cd (C++)

Artur Dudnik Skills

C# .net Wcf Node.js Ajax Test Driven Development Solid Principles Software Development Web Applications Ember.js Vagrant Reactjs Javascript Git Asp.net Mvc Asp.net Kinect Mvc Subversion Databases Apache Iis Oop Sharepoint Xml Olap Orm Start Ups Unity Crm Nunit Retail Start Up Consulting Agile Project Management Pre Sales Consulting Windows Azure Microsoft Sync Framework Angular Microsoft Sql Server Jquery Web Development Sql Css T Sql Ext Js Sencha Ui Automation Unit Testing Cascading Style Sheets

Artur Dudnik Education Details

Frequently Asked Questions about Artur Dudnik

What company does Artur Dudnik work for?

Artur Dudnik works for Impress

What is Artur Dudnik's role at the current company?

Artur Dudnik's current role is Machine Learning Engineering director.

What is Artur Dudnik's email address?

Artur Dudnik's email address is ad****@****ail.com

What is Artur Dudnik's direct phone number?

Artur Dudnik's direct phone number is +796873*****

What schools did Artur Dudnik attend?

Artur Dudnik attended Immanuel Kant Baltic Federal University, #18 High School In Kaliningrad.

What are some of Artur Dudnik's interests?

Artur Dudnik has interest in Children, Civil Rights And Social Action, Education, Science And Technology, Human Rights, Health.

What skills is Artur Dudnik known for?

Artur Dudnik has skills like C#, .net, Wcf, Node.js, Ajax, Test Driven Development, Solid Principles, Software Development, Web Applications, Ember.js, Vagrant, Reactjs.

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