Nazar P., Data Scientist
AI and Machine Learning, Data Science, Data Visualization
B2 (Upper-Intermediate) English
Junior (1-2 years)
Vinnitsa,
Ukraine
UTC+02:00
Summary
- 0.5 years of experience
- Data Scientist with a Machine Learning background
- Upper-Intermediate English.
Main Skills
Python
AI & Machine Learning
AWS ML (Amazon Machine learning services)
Deep Learning
Keras
Machine Learning
NLP
NumPy
OpenCV
PyTorch
Scikit-learn
TensorFlow
Programming Languages
C#
C++
Python
Python Frameworks
FastAPI
Python Libraries and Tools
Keras
Matplotlib
NumPy
Pandas
PyTorch
Scikit-learn
Seaborn
TensorFlow
Data Analysis and Visualization Technologies
DVC
Pandas
Databases & Management Systems / ORM
PostgreSQL
SQL
SQLite
Cloud Platforms, Services & Computing
Heroku
Amazon Web Services
AWS Cloud Data Science services
AWS ML (Amazon Machine learning services)
Virtualization, Containers and Orchestration
Docker
SDK / API and Integrations
FastAPI
Version Control
GitHub
GitLab
Operating Systems
Linux
Methodologies, Paradigms and Patterns
OOP
Third Party Tools / IDEs / SDK / Services
PyCharm
Visual Studio
Other Technical Skills
Data Science
LaTeX
MS VS Code
NLP/ML algorithms
speech and NLP/ML techniques
ID: 100-116-563
Last Updated: 2023-08-18
Experience
Data Scientist
Sep 2022 - Present
Description: Medical project for classification and segmentation the fundus images for diabetic retinopathy signs.
Responsibilities:
- Implementation and training of various SOTA Neural Network architectures to solve different tasks in the Computer Vision domain.
- Work on the improvement and maintenance of the customer-specific annotation tool that allows us to manage the arrival of new data conveniently.
- Design and implementation of end-to-end MLOps pipelines that cover all stages of the model life-cycle from data preparation to automatic redeployment.
- Building efficient and scalable API's for trained Neural Networks.
- Performing analysis of different forms to satisfy customer requests: visualizations, reports, etc.
Technologies: Python, OpenCV, matplotlib, pandas, NumPy, Tensorflow/Keras, PyTorch/PyTorch Lightning, PostgreSQL, SQLite, Linux, Docker, AWS(sagemaker, S3), vision transformers, advanced training strategies
Education
University of Lviv, Bachelor’s Degree in Computer Science
Certificates
- ods.ai, Deep Learning course
- Stepik, Statistic Basics course