Antonio Šimić
I am an aspiring Data Scientist and AI Developer with a strong academic background from the Faculty of Electrical Engineering and Computing (FER) and a passion for solving complex problems.
About
I am an aspiring Data Scientist and AI Developer with a strong academic background from the Faculty of Electrical Engineering and Computing (FER) and a passion for solving complex problems. I have demonstrated expertise in machine learning, deep learning, and building AI-powered applications through hands-on projects, including an award-winning hackathon solution for computer vision.
I am eager to apply my robust skill set in Python, PyTorch, and modern cloud technologies to contribute to innovative data-driven solutions. I enjoy mentoring and tutoring, as well as developing Python-based libraries available on GitHub. Outside of work, my hobbies include playing guitar, chess, climbing, and hiking.
- 4 years' experience
- Joined August 2025
Languages
- EnglishAdvanced
- CroatianFluent
Industry experience
- Education
- Software & Internet
- Healthcare
- Life Sciences
- Professional Services
Work experience· 4 roles
Developed a full-stack web application for de novo molecular design, using a Reinforcement Learning (Actor-Critic) agent to optimize molecules for specific chemical properties (QED). Awarded 1st place winner.
Collaborated in a university software engineering team to build a full-stack platform connecting dancers and directors, featuring subscription payments and talent management tools.
Developed a computer vision model to extract road networks from a critically small dataset of only 50 satellite images. Designed and implemented a creative data augmentation strategy—using rotations, mirroring, and skewing—to expand the dataset by 32x. Built and optimized an end-to-end image processing pipeline under a strict 24-hour time constraint.
Education
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