Elvin I., Data Scientist
C1 (Advanced) English
Senior (5-10 years)
Mulhouse,
France
UTC+01:00
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
Main Skills
Python
TensorFlow
Programming Languages
AI & Machine Learning
UI Frameworks, Libraries, and Browsers
Python Libraries and Tools
Java Frameworks
Databases & Management Systems / ORM
Third Party Tools / IDEs / SDK / Services
Virtualization, Containers and Orchestration
Version Control
SDK / API and Integrations
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