Dušan Blanuša
Machine Learning / Data Science Engineer
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About Me
Hello!
I’m Dušan Blanuša, Python/Data Science engineer with over 4 years of research in a field of Artificial intelligence and Data Science.
Having strong knowledge in Machine Learning, Data Science, Natural Language Processing and Computer Vision.
I have proven experience developing in Python and Java programming languages while working on various projects and working in a distributed team environment, following Agile/SCRUM methodology.
I am professional with strong analytical and problem-solving skills, eager to learn new skills and grow professionally.
Motivated, supportive and communicative team player with a proactive attitude.
Bio
Programming Skills
Work Experience
Education
Some of the projects
Machine Learning, Computer Vision, YOLO, Python
Yolo Detective, the Python Library
I'm currently in the process of developing a Python library that aims to streamline the training and utilization of Yolo models for detecting objects. This comprehensive library will combine and wrap all essential components, making it easier than ever to work with Yolo for various computer vision tasks with one Python class.
Pose Estimation, Computer Vision, Python, MediaPipe, Kivy
Sretenje Homage CV Project
Utilizing Python, the Mediapipe library, and mathematical algorithms, my Sretenje computer vision project pays homage to the Serbian national holiday. Main functionalities are playing the Serbian national anthem and applying a Serbian-themed image filter when it detects a user showing three fingers or the peace sign on camera. I have also built android app, developed with the Kivy library. I tried to combine cutting-edge technology with cultural significance.
Machine Learning, YOLO, Python, OpenCV
Computer Vision for Robots
I developed a computer vision system for robots, designed for object recognition and localization. This involved the creation of a custom YOLO v3 convolutional neural network, where I made the entire pipeline, from capturing images for the dataset and labeling them to training the model, testing, and integrating robots software. I used also OpenCV and Python in general for various aspects of the project.
The primary goal of this system was to find cup-like objects within diverse scenarios. Furthermore, I was working on algorithms for robot movements based on the location of these cups.
In addition to this project, I also wrote my bachelor's thesis "Application of convolutional neural networks for object detection in robotics".
Computer Vision, YOLO, Python, Translation models
Steve the translator
Andoid app for translating restaurant menus. System for taking photo of a menu, finding areas with text, extracting text, translating text and returing it back to original photo
Backend, Frontend, Java, Angular, MySQL
Renting Apartments Website
Built full stack website for renting apartments. All functionalities are based on rule-based rules and with high level of data security.
Some of those functionalities are registration, login, adding apartments, editing and deleting them, displaying apartments, searching, sorting, booking, sending messages and comments.
Angular, Netlify, Porkbun
dusanblanusa.com
Personal website project in form of extened CV.
Current version in entirely frontend made in Angular. I bought a domain from Porkbun and hosting website on Netlify.
This project started as one of the new-years plans for the 2023, to make and deploy website where I will show some of my projects and photographs and to share a bit of passion for AI, Computer Vision and Data Science.
Additional Interests
Photography
I have been doing photography since high school. Capturing travels, nights, portraits, sunsets, sunrises, nature. I was also semi professional wedding photographer.
With that comes my knowledge in Adobe Photoshop and Adobe Lightroom.
Road Trips
Road trips combine my love for cars, travel, photography, nature and adventures for a long time.