Yehor

Yehor Pavshuk OBJECTIVE

Computer Vision / Motivated software developer with strong programming
fundamentals and a growing specialization in Computer
Machine Learning Vision and Deep Learning. Hands-on experience with Python,
PyTorch, CNN architectures and computer vision. Looking
for a Computer Vision Engineer position where I can apply
my analytical skills, continue learning modern AI techniques,
and contribute to real-world ML projects

PROFESSIONAL EXPERIENCE
Freelance
[открыть контакты](см. выше в блоке «контактная информация») Software Developer
09/2025 – Present
[открыть контакты](см. выше в блоке «контактная информация»)
Developed and maintained web applications using
•

Kyiv ASP.NET Core, Web API, Entity Framework Core
Integrated third-party services (payment APIs / email
in/yehor-pavshuk
•

services / etc.)
Egor-Pavshuk Implemented authentication and authorization (JWT /
•

Identity)
@EgorPavshuk
Implemented database storage using PostgreSQL
•

KYIVTEPLOENERGO
LANGUAGES Commercial Operations Manager
10/2024 – Present
English
Coordinated operational workflows and monitored task
Intermediate
•

execution
Collaborated with multiple departments to ensure service
Ukrainian
•

continuity
Native/Bilingual
Handled high-pressure situations and decision-making
•

under time constraints
SKILLS
KYIVTEPLOENERGO
Machine Learning Commercial Operations Dispatcher
Python
•
02/2024 – 10/2024
PyTorch
•
Monitored operational systems and responded to real-time
•

NumPy
•
incidents
Scikit-learn
•
Coordinated with multiple departments to resolve
•

OpenCV
•
operational issues
torchvision
•

Pandas
•
Digital Cloud Technologies
Junior .NET developer
Deep Learning 04/2023 – 02/2024
CNN
•
Developed and maintained desktop applications using C#,
•

ResNet
•
.NET, WPF, and UWP, using MVVM architecture pattern to
VGG
•
separate responsibilities between layers
GoogLeNet
•
Implemented data binding and commands to provide
•

Transfer Learning
•
communication between the backend and the UI
Image Classification
•
Integrated resource dictionaries to localize an application
•

Applied serialization and local data storage to save
•

Mathematics application state
Linear Algebra
•

Probability Theory
•
Digital Cloud Technologies
Statistics
•
Intern .NET developer
Calculus
•
12/2022 – 04/2023
Developed a file explorer application prototype using .NET
•

Practiced object-oriented programming and basic
•

application architecture
 ADDITIONAL SKILLS EDUCATION

Programming Master • Computer Modeling of Physical Processes
•C# National Technical University of Ukraine “Igor Sikorsky Kyiv
•SQL Polytechnic Institute”
09/2018 – 01/2024
Development
Git
•

Docker
•
PROJECTS
Linux
•

VS Code
• Human Pose Estimation
Visual Studio
• Developed a real-time human pose estimation pipeline
•

using YOLO26n-Pose
Detected human body keypoints and visualized pose
•

skeletons on video streams
Implemented real-time FPS and inference latency
•

monitoring
Focused on efficient inference suitable for edge and real-
•

time computer vision applications

Computer Vision CNN Experiments
Implemented and trained CNN models in PyTorch for
•

image classification on CIFAR-10
Compared Custom CNN, VGG16, ResNet18 and GoogLeNet
•

architectures using accuracy and loss metrics
Enhanced ResNet18 with SE and CBAM attention modules
•

and evaluated their impact on classification performance

Computer Vision Applications
Developed computer vision applications using OpenCV,
•

PyTorch and YOLO
Implemented face recognition, object detection and image
•

processing algorithms
Fine-tuned YOLO models and built real-time computer
•

vision pipelines

Kaggle ML Competition
Built and evaluated regression models using Python and
•

scikit-learn
Applied data preprocessing, feature engineering and model
•

evaluation techniques

Kintet E-commerce Website
11/2025 – Present
Developed and deployed a full-stack e-commerce web
•

application using ASP.NET Core, Vue.js, PostgreSQL, and
Docker
Designed REST APIs and implemented layered architecture
•

for product and order management
Integrated payment processing, authentication, and
•

external services