Oleksandr

Oleksandr Dmytrenko
Junior Python Developer | Software Engineer | Informatics Student
Würzburg, Germany | [open contact info](look above in the "contact info" section) | [open contact info](look above in the "contact info" section)
GitHub: github.com/Shershl | LinkedIn: [open contact info](look above in the "contact info" section)

SUMMARY
Junior Python Developer and Informatics student at THWS with hands-on project
experience in REST APIs, data processing, automated testing, computer vision, and
machine learning. Built end-to-end applications using Python, FastAPI, pytest,
PyTorch, OpenCV, and YOLOv8. Holds a Bachelor's degree in Automation and
Computer-Integrated Technologies.
TECHNICAL SKILLS
Programming: Python
Backend & APIs: FastAPI, REST APIs, API development
Testing & Development: pytest, Git
Data & Databases: SQL / PostgreSQL (basic), NumPy, pandas
Computer Vision & ML: PyTorch, OpenCV, YOLOv8, Machine Learning
PROJECTS
Traffic Object Detection API - Python / Computer Vision
Built an end-to-end object-detection service using Python, FastAPI, YOLOv8, and OpenCV.
Prepared VisDrone data, converted annotations to YOLO format, and fine-tuned an object-
detection model.
Implemented REST endpoints for image upload, detection, health checks, and annotated
prediction images.
Structured the project into separate data-processing, training, inference, and API modules.
AI Dataset Inspector - Python CLI
Built a Python CLI for recursive dataset scanning, file validation, and SHA-256 duplicate
detection.
Added automated pytest coverage for validation, hashing, duplicate detection, and directory
scanning.
Conditional Self-Attention GAN - Deep Learning
Implemented conditional Generator and Discriminator architectures in PyTorch with self-
attention and spectral normalization.
Built a custom dataset pipeline and trained with Hinge Loss, Adam, mixed precision,
checkpointing, and sample visualization.
EDUCATION
Bachelor of Science (B.Sc.) - Informatics | from 10/2026
Technische Hochschule Würzburg-Schweinfurt (THWS), Würzburg, Germany
Bachelor's Degree - Automation and Computer-Integrated Technologies | 2021 - 2025
Kyiv Aviation Institute, Kyiv, Ukraine
Exchange Student - Mathematics (DAAD Scholarship) | 2022 - 2023
Julius-Maximilians-Universität Würzburg, Würzburg, Germany
CERTIFICATION & LANGUAGES
CS50P: CS50's Introduction to Programming with Python - HarvardX / edX, 2026 (Verified
Certificate)
German: B2 (certified) | English: B2 | Ukrainian: Native | Russian: Native