Elvin I. — Data Scientist

Experience

Research Engineer, Irimas (University de Haute Alsace)

2022/09 - present
Responsibilities:

• Focused on creating end-to-end deep learning architectures for human rehabilitation exercises
• Designed and implemented innovative solutions to improve patient outcomes and increase efficiency in rehabilitation exercises
• Developed data preprocessing pipelines to clean and preprocess the raw sensor data for training and testing the models.
• Designed and developed deep learning models and graph neural network for recognizing human exercise movements from sensor data

Research Intern, Irimas (University de Haute Alsace)

2022/02 - 2022/07
Responsibilities:

• Implement the self-attention networks in Python and evaluate the UCR archive containing 128 univariate time series datasets.
• Adapting transformer architecture in the context of time series classification.
• Quantitative analysis and comparison with state-of-the-art approaches in the field of time series classification.

Junior Software Developer, Bank Respublika OSJC

2020/06 - 2020/10
Responsibilities:

• Designed and developed RESTful APIs and microservices using Java Spring framework to support mobile banking systems.
• Web API: Worked on microservices that enable to addition of external bank cards and making payments with them.

Web developer, Best Telecom

2020/02 - 2022/01
Responsibilities:

• Developed and maintained several websites using Java Spring framework for the backend and HTML, CSS, and JavaScript AJAX technologies for the frontend
• Collaborated with designers to create responsive, user-friendly interfaces that meet client specifications
• Implemented and maintained RESTful APIs for web services integration
• Integrated payment gateways and other third-party services into web applications

 Education

Data Science and Artificial Intelligence, University of Strasbourg
2020 - 2022

• Implementation of Grey Wolf algorithm that imitate the behavior of grey wolves in nature to hunt in a cooperative way.
• Twitter semantic analysis of covid-19 virus - Collecting data from Twitter using Twitter API, Applying NLP pipeline, and creating a model for regression analysis spread of the covid-19 virus.
• RPG Ontology - Develop ontology using Protege for the well- known RPG game Dungeon and Dragons.

Computer Engineering, Azerbaijan State Oil and Industry University
2016 - 2020

Certificates

Neural Networks and Deep Learning - Coursera

Introduction to Machine Learning - Coursera

Java Web Development - itcity.academy