
Roman Hrabkov
@romanhrabkov
DevOps trainee seeking a role to apply Linux administration, Bash, and Git while developing cloud automation skills.
What I'm looking for
At Khmelnytskyi National University, I trained a YOLOv8 model on a custom dataset annotated from raw drone footage. The model reached a final mAP of 0.575, and I analyzed how real-world data challenges such as class imbalance affected its metrics.
During a computer vision practicum at Khmelnytskyi National University, I participated in work on road-lane detection with OpenCV and human recognition with Dlib. I also worked on object prediction and recognition in photos and videos using ImageAI and OpenCV.
I'm a 2025 Software Engineering graduate with a foundation in Linux administration and practical experience with Git and Bash scripting. I completed PortaOne's Linux & Network Administration course and Google’s Essential Google Cloud Infrastructure: Foundation course.
I'm preparing for the Google Cloud Associate Cloud Engineer certification and learning Terraform and CI/CD fundamentals. I'm actively seeking a Trainee or Working Student role in DevOps where I can apply my skills and contribute to a team.
Experience
Work history, roles, and key accomplishments
Computer Vision Intern (Bachelor Thesis)
Khmelnytskyi National University
Apr 2025 - Jun 2025 (2 months)
- Engineered a custom dataset for object detection by sourcing, selecting, and annotating frames from raw drone video footage, creating a challenging real-world benchmark.
- Trained a YOLOv8 model on this dataset and performed a detailed performance analysis, identifying the impact of real-world data challenges (e.g., class imbalance) on model metrics.
- Achieved a final mAP of 0.575, with the mod
Computer Vision Practice Student
Khmelnytskyi National University
Feb 2023 - Mar 2023 (1 month)
Participated in a practicum centered on software development using modern computer vision technologies, where I worked on detecting road lanes with OpenCV, recognizing humans in images using the Dlib library, and implementing object prediction and recognition in photos and videos with ImageAI and OpenCV.
Education
Degrees, certifications, and relevant coursework
PortaOne
Linux & Network Administration ~200 hours
Jul 2026
Khmelnitsky National University
Bachelor of Technology - BTech, Software Engineering
2021 - 2025
Essential Google Cloud Infrastructure: Foundation
Nov 2025
Free Economy Institute
Fellowship, Economics
2023 - 2024
Year-long fellowship program
- Completed an intensive fellowship program (96 seminar hours) covering economic theory, with a focus on topics like cryptocurrencies and blockchain.
- Developed practical skills in making complex information accessible by authoring analytical articles for a broad audience.
- Received hands-on public speaking training, which I immediately applied in my volunteer lead
Genesis Tech
Internship Course "Creation and Development of IT Products"
Oct 2024
Free Economy Institute
Thought Leadership
Jan 2024
SoftServe
DevOps Crash Course
Dec 2023
National Technical University of Ukraine 'Kyiv Polytechnic Institute'
Bachelor of Technology - BTech, Software Engineering
2020 - 2021
I transferred from Kyiv Polytechnic Institute to Khmelnytskyi National University due to family circumstances that required me to relocate. This transition has provided me with more opportunities for informal development, particularly in volunteering and economics. While continuing my formal education in software engineering, I've been able to engage more deeply with organizations like Ukrainian S
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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