NATALIA MORDVANYUK
ML Researcher - Android & web developer

NATALIA MORDVANYUK

ML Researcher - Android & web developer

ABOUT ME

ABOUT ME

Date of birth

April 09th 1989

Languages

Catalan, Spanish, Russian, English

Hobbies

Hiking, Gardening, Painting, Running

Availability

Full time

My big challenge right now is to do a PhD having a baby. If I'll go out with this, I'll write a book.


WHAT CAN I DO

Android applications

5 years successful experience as Android Developer

Web applications

Gained hands-on experience performing web applications, having worked mainly with Yii (a php framework) and Spring (a java framework) frameworks. To do web design I usually use bootstrap.

Stream learning

I have worked with several stream-learning algorithms, with aid of the MOA and WEKA libraries.

Data-splitting

Regarding my research in security, I have implemented, and tested the performance of several privacy-preserving protocols to compute both the distance correlation, and the distance covariance over categorical data.

Neural Network and Deep learning

I have tested with a fully-connected network structure with several layers, testing with different activation functions. I have also tested with Recurrent Neural Network (RNN) using the Long Short Term Memory (LSTM) architecture. To do this, I have used Keras and Theano python libraries.


RESUME
PhD Candidate - University of Girona

Since 2016

2016

Since september 2016 I began my PhD titled 'Machine learning methods of evolving patterns'.

Researcher - University of Girona

2014 to 2016

2014

Up to now I participated in several European Projects, such as MoSHCA, NOAH and PePPER.

Android and web developer - IngeniumMobile

2012-2014

2012

Developed expertise in performing Android and Web Applications, in thinking about the global system management, collecting data from sensors and recieving it in Android application, making WS-API, and performing web applications with Yii framework, etc.

Web Developer & Designer - La Mosca Gironina

June 2011- September 2011

2011

Extensive practical hands-on experience as web developer & designer. Here I developed excellent design & coding skills, as well as an ability convert client requirements into exciting online applications.

Support of Information Systems and Technology - Comexi Group Industries

July 2011- December 2011

2011

Support of information systems and technology, as FTP, programming WEB, Blackberries, Ips, support with Lotus Notes, maintenance of networks and copy centers.


EDUCATION

Technic Engineering in Computer Management

27/11/2012

2012

Country: Spain

University: University of Girona

Computer Engineering

07/10/2015

2015

Country: Spain

University: University of Girona

Master in Security of Information Technology and Communications

04/08/2016

2016

Country: Spain

University: Open University of Catalonia

Time series course

27/06/2016

2016

Country: Spain

Summer School: Madrid Advanced Statistics and Data Mining Summer School

Supervised Pattern Recognition

27/06/2016

2016

Country: Spain

Summer School: Madrid Advanced Statistics and Data Mining Summer School

Unsupervised Pattern Recognition

27/06/2016

2016

Country: Spain

Summer School: Madrid Advanced Statistics and Data Mining Summer School


PROJECTS

MoSHCA - My Mobile and Smart Health Care Assistant

August 2014 - Desember 2015

2014

Development of algorithms for monitoring chronic patients through ICT development of artificial intelligence techniques to evaluate the condition of patients.

NoaH - Neonatologist at home

January 2014 - Desember 2015

2014

Development of the mHealth platform for monitoring permaturament born babies.

PePPPER - Patient Empowerment through Predictive Personalised decision support

February 2016 - January 2019

2016

Development of case-based reasoning algorithms for the insulin recommendation system.


Scholarships, grants, and university character awards

Transfer and Innovation grant

2013-2014

2016

To participate in research activities already mentioned, I have enjoyed of the Transfer and Innovation grant

2nd prize in the category of clinical practice related to the NOAH project

2015

2015

Competition for innovation in health VHIR

More details

Finalist in the category of mHealth

2015

2015

Ehealth summer university (Université d'éte de la e-santé, Castres, França)

More details

Honors in Software Engineering: Specification

2015

2015

Degree awards


SKILLS

Spring MVC
80%
Yii framework
75%
Android
70%
MYSQL
100%
MOA(Massive Online Analisys)
100%
WEKA
90%
Stream Learning
70%
Deep Learning
30%
Neural Networks
30%
Clustering
30%
Time series
50%
PUBLICATIONS

PUBLICATIONS

CONTACT

CONTACT ME

Phone

Phone: (+34) 972 418 391 Extension: 8391

Address

Office 003/004

(eXiT Lab "La Pizzeria")

Edifici P4

Campus Montilivi

17071 Girona

Universitat de Girona