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Кандидат
Мужчина, 35 лет, родился 26 ноября 1989
Ужгород, хочу переехать (Австралия, Бельгия, Москва, Нидерланды), готов к командировкам
Data scientist, .net and ML engineer
4 500 € на руки
Специализации:
- Программист, разработчик
Занятость: полная занятость, проектная работа
График работы: полный день, сменный график, гибкий график, удаленная работа
Опыт работы 19 лет 2 месяца
Сентябрь 2019 — по настоящее время
5 лет 10 месяцев
cavai
data scientist
Service for programmatic advertising. Technologies: Python, Node JS, HTML, CSS, JS, TensorFlow, Keras, Pytorch, OpenCV, API. AWS (EC2, VPC, ELB, S3, EBS, RDS, Route53, ELB, Cloud Watch, CloudFormation, AWS Auto Scaling, Lambda, Elastic BeanStalk, EDS, SES, SNS, SQS).
• Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling that were used to predict text positions on the image;
• Analyzed and processed complex data sets using advanced querying, visualization, and analytics tools;
Identified, measured and recommended improvement strategies for KPIs across all business needs;
• Transformed raw data into MySQL with custom-made ETL application to prepare unruly data for machine learning;
• Developed tools for making better data-sets for ML;
• Extending existing labeling tools for increasing the speed of working;
• Design lean proofs of concepts (POC) to answer targeted business questions. Explore and work with a wide range of proprietary, interesting data stores.
• Working with different types of NN models but the most part of the time with CNN, FNN, RNN, and their different architectures .
Сентябрь 2017 — Сентябрь 2019
2 года 1 месяц
rdot
.net and ML engineer
Service for guiding. Technologies: ASP MVC 2,4,5, core (1,2), nodejs, HTML, CSS, JS(three,angular,jq, d3),
AForge, Keras, Pytorch, OpenCV, ML.net, ADO.NET, WCF,WPF, WF, Silverlight, Entity Framework, Microsoft Office API. AWS (EC2, VPC, ELB, S3, EBS, RDS, Route53, ELB, Cloud Watch, CloudFormation, AWS Auto Scaling, Lambda, Elastic BeanStalk, EDS, SES, SNS, SQS).
• Organizes large data-sets to obtain actionable insights including finding innovative ways to combine fields of data and ensuring high-quality data management techniques;
• Collaborates with development teams to build appropriate predictive models and machine-learning algorithms;
• Uses ML for making better GPS accuracy;
• Utilized machine learning algorithms such as linear regression, naive Bayes, Random Forests, K-means, & KNN for data analysis;
• Stay informed on the latest machine learning trends and techniques;
• Collects data from diverse sources including web APIs and internal databases encoded in SQL;
• Utilized advanced programming skills and algorithms efficiently sort large data-sets and apply filters and conditions to data;
• Proposes solutions and strategies for data-driven decision making;
• Extending existing web functionality (Web-GL and API);
• Modeled and implemented new template builder for customers;
• Supporting existing Node-JS functionality;
• Analyzing large data sets to provide the fastest way for replacing old app;
• Conduct cost and benefit analysis on new ideas;
• Performed code review, worked close to the team and ensure consistency of code standards.
• Worked close to business people to review requirements;
• Expertise with data analysis languages such as Python, F#;
• Implemented application business logic in C#, TS, JS, F#, Python with MVP, MVC, MVVM, MV*; design pattern to increase unit tests support;
• Improved application performance.
• Worked on Virtualization with Docker;
Август 2014 — Октябрь 2017
3 года 3 месяца
Artisans
США
Информационные технологии, системная интеграция, интернет... Показать еще
.net developer and analyst
Service for analytics. Technologies and APIs: ASP MVC
AZURE, AWS, MWS, WCF, WPF, WF, Silverlight, Keras, OpenCV, Microsoft Office API.
• Organizes large data-sets to obtain actionable insights including finding innovative ways to combine fields of data and ensuring high-quality data management techniques;
• Collaborates with development teams to build appropriate predictive models and machine-learning algorithms;
• Uses ML for making better GPS accuracy;
• Utilized machine learning algorithms such as linear regression, naive Bayes, Random Forests, K-means, & KNN for data analysis;
• Stay informed on the latest machine learning trends and techniques;
• Collects data from diverse sources including web APIs and internal databases encoded in SQL;
• Utilized advanced programming skills and algorithms efficiently sort large data-sets and apply filters and conditions to data;
• Proposes solutions and strategies for data-driven decision making;
• Extending existing web functionality (Web-GL and API);
• Modeled and implemented new template builder for customers;
• Supporting existing Node-JS functionality;
• Analyzing large data sets to provide the fastest way for replacing old app;
• Conduct cost and benefit analysis on new ideas;
• Performed code review, worked close to the team and ensure consistency of code standards.
• Worked close to business people to review requirements;
• Expertise with data analysis languages such as Python, F#;
• Implemented application business logic in C#, TS, JS, F#, Python with MVP, MVC, MVVM, MV*; design pattern to increase unit tests support;
• Improved application performance.
• Worked on Virtualization with Docker;
Ноябрь 2011 — Август 2014
2 года 10 месяцев
Ужгород
.net developer
Project “Tyros”, Uzhgorod, SWAN Ukraine
08/2013-07/2014
Social service. Technologies: ASP MVC 4,5 HTML, CSS, js, ADO.NET, AZURE, WCF, Silverlight, Entity Framework, Microsoft Office API. Working as a .NET Developer.
Project “iRecord”, Uzhgorod, SWAN Ukraine
08/2012-08/2013
Video service for monitoring. Technologies: ASP web forms 4, HTML, CSS, ActiveX, Silverlight, WPF, WP, javascript, ADO.NET, Entity Framework, Microsoft Office API. Working as a .NET Developer.
Project “Freeland”, Uzhgorod , SWAN Ukraine
05/2012 –08/2012
Freeland Systems LLC, "Access Point", distributed billing application, startup, cloud web 2.0 application. ASP MVC 3 “Razor”, HTML, CSS, java script, ADO.NET, Entity Framework. Working as a .NET Developer.
C#-word, Uzhgorod, Ukraine , CanadianSS
7/2011 – 05/2012
Text-editor. Technologies: Win form, Windows API 32, ADO.NET, Entity Framework. Working as a .NET junior Developer.
Май 2006 — Октябрь 2011
5 лет 6 месяцев
Transcarpathian Department of the Kiev marketing company "Opros", Uzhgorod, Ukraine
Ужгород
Продукты питания... Показать еще
Regional manager
• Responsible for selling, closing, servicing, and expanding the current customer base within an assigned territory.
• Selecting sites for new development with a focus on multi-unit opportunities.
• Managing relationships with suppliers, vendors, sponsors, internal clients, and community partners.
• Regularly traveling to regional company sites, meeting area managers, and getting product feedback from them.
• Providing highly professional sales and marketing expertise and back up to sales representatives.
• Working closely with distributor field teams to help lead strategic field initiatives.
Навыки
Уровни владения навыками
Обо мне
• A good knowledge of the techniques for planning, monitoring and controlling programs and resources.
• Promoting good work practices.
• Able to coach and mentor more junior staff across a number of disciplines.
• Ability to present to senior levels of management (e.g. Director, MD).
• Experience in managing technical infrastructure projects & offshore teams.
• Can quickly grasp and master new concepts.
• Can work independently, multi-task, and take ownership of various parts of a project or initiative.
• Experience working with high-level stakeholders.
• Setting goals and objectives for individuals and teams.
Высшее образование
2014
Математический, Математика
2011
економический, Финансы и кредит
Знание языков
Гражданство, время в пути до работы
Гражданство: Украина
Желательное время в пути до работы: Не имеет значения