Elvin I. Data Scientist

Data Science

Summary

- Experienced machine learning engineer with a strong background in developing and implementing machine learning and deep learning algorithms.
- Proficient in Python, TensorFlow, and Keras, I have a passion for solving complex problems and
delivering high-quality solutions. I have a proven track record of developing and deploying machine learning models for various industries, including finance, healthcare, and retail. I am a continuous learner who is always seeking new challenges and opportunities to expand my skills.
- Fluent English
- Native Azerbaijanian
- Native Turkish
- Low-intermediate French

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