Contact information

You can get this candidate's contact information from https://www.work.ua/resumes/19815271/

Work experience

No work experience.

Education

Київский політехнічний інститут ім. Ігоря Сікорського

ФІОТ, інженерія програмного забезпечення
Unfinished higher, from 2024 to 2028 (4 years)

Knowledge and skills

• Здатність до навчання
• Python
• dataset
• data gather
• Oracle Database
• tensorrt
• pycuda
• YOLO

Language proficiencies

• English — advanced
• Ukrainian — fluent

Additional information

PET-PROJECTS
Computer Vision Target Detection & Tracking Pipeline
•End-to-End Dataset Engineering: Collected and annotated a domain-specific dataset of ~2,000 game frames, establishing labeling guidelines for humanoid targets under varied lighting, occlusions, and dynamic backgrounds.
•Quality Improvement & Hard Negatives: Curated balanced subsets including targeted hard-negative samples, significantly reducing false positive rates and directly driving [email protected]:0.95 gains during YOLO fine-tuning.
•Annotation QA & Iterative Refinement: Performed bounding box validation, label auditing, and iterative data cleaning based on validation error analysis and loss convergence metrics.
•Technical Integration: Evaluated annotated data efficacy via custom real-time inference pipelines using TensorRT and PyCUDA to verify bounding box stability and tracking accuracy under live conditions.