Position: Computer Vision Research Engineer
Category: Data Science
English level: fluent
Years of experience: 3

CVPR 2022 Paper "DAD-3D HEADS:  Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image"
**3D Computer Vision R&D**(Sep 2021-Present)
*Blockchain Labs*
Researching and developing a full pipeline of a textured 3D human head reconstruction from a single image.
current stage: textured face, animatable shape-fitted head model, reconstructed from a single image

**Computer Vision Research Intern** (Sep 2021-Apr 2022)
*Piñata Farms*
CVPR 2022 Paper Accepted: "DAD-3DHeads: 3D Head Alignment from a Single Image in the wild"
- Performed relevant works research and paper structure designing
- Performed experimental evaluation of related SOTA methods
- Created 3D and statistical data visualizations for the paper and public pages
- Created public webpage and code repository 

**Machine Learning Researcher** (Oct 2020 - June 2021)
*Let's Data*
- Performed comparative research of the SOTA clustering algorithms for Neural Network pruning
- Designed and implemented remote object measurement system using LiDAR data
- Created a Udemy course, "ML in Cloud."

**Artificial Intelligence for Breast Cancer detection on mammograms** (Sep 2020 - Dec 2020)
*Creation of a deep learning algorithm to perform a mammograms classification to benign, normal, containing benign mass or calcification, or containing malignant mass or calcification.*
- Performed INBreast DataBase preprocessing 
- Implemented an algorithm for pectoral muscle removal from the mammogram
- Performed mammogram patches slicing and filtering according to given abnormal ROIs
- Used Imagenet pre-trained ResNet18, VGG16 models for patches classification
- Improved models' performance from 69% to 97% on the test set

**Artificial Intelligence course assistant** (Sep 2021 - Jan 2022)
*Bachelor's of Computer Science program at Ukrainian Catholic university*
- Creating the course structure
- Practical and homework assignments preparation and evaluation 
- Student's study-related consultation

**Machine Learning course assistant** (Jan 2021 - May 2021)
*Master's of Data Engineering program at Ukrainian Catholic university*
- Created lectures, practical and homework assignments
- Student's study-related consultation