Petar Mishov
@petarmishov
I build and deploy computer vision and machine learning systems, from segmentation models to 3D terrain generation.
SloveniaWhat I'm looking for
At Guardiaris, I fine-tune, train, and test computer vision models for semantic segmentation, instance segmentation, and graph prediction.
I'm building a distributed service that uses machine learning models to generate 3D terrain scenes, and I test and deploy the system.
My research experience includes implementing RAG for a medical-assistant LLM at the Jožef Stefan Institute and evaluating few-shot counting models at ViCos Lab.
Earlier at Sefidanis, I trained and deployed a stock-price prediction model and worked on an interactive multimedia landmark involving speech recognition and data science tasks.
Experience
Work history, roles, and key accomplishments
Computer Vision Engineer
Guardiaris
May 2025 - Sep 2026 (1 year 4 months)
Fine-tuned, trained from scratch, and tested computer vision models for semantic segmentation, instance segmentation, and graph prediction. Created a distributed system service for generating 3D terrain scenes using ML models, and tested and deployed the system.
Machine Learning Researcher
Jožef Stefan Institute
Apr 2025 - May 2025 (1 month)
Implemented RAG for a medical assistant LLM.
Student Researcher
ViCos Lab
Jun 2024 - Aug 2024 (2 months)
Evaluated a few-shot counting model on different types of datasets, focusing on computer vision research using PyTorch.
Machine Learning Intern
Sefidanis
Jun 2023 - Aug 2023 (2 months)
Trained and deployed a model for stock price prediction, involving data processing and TensorFlow.
Education
Degrees, certifications, and relevant coursework
University of Ljubljana
Master of Science, Data Science
2025 -
Pursuing a Master's degree in Data Science at the University of Ljubljana, Faculty of Computer Science.
University of Ljubljana
Bachelor of Science, Computer Science
2022 - 2025
Completed a Bachelor's degree in Computer Science at the University of Ljubljana, Faculty of Computer Science.
SEAVUS Data Science Academy
Certificate, Data Science
2022 - 2022
Studied statistics, Python, data visualization, supervised learning, and reinforcement learning.
IELTS
IELTS Certificate, English Language
2022 - 2022
IELTS English proficiency test with scores: Reading 8, Listening 8.5, Speaking 8, Writing 6.5.
Availability
Location
SloveniaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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