Nazar P. Data Scientist
AI and Machine Learning, Data Science, Data Visualization
Summary
- 0.5 years of experience
- Data Scientist with a Machine Learning background
- Upper-Intermediate English.
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