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.

Hire Nazar P.

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