Andrej's Garage

Andrej Perković

About Me

I am passionate about extracting stories from data and solving complex challenges.

Competitions

CorrSeg - Semantic Segmentation

Semantic Segmentation

The winning solution to the challenge by SLB on ChallengeData platform focused on labelling pixels of ultrasonic images where defects are present.

Projects

Music Classification

Music CLustering Project

Transfering audio classification problem into a visual one and tackling it with convolutional approach.

Graph Clustering

Graph Clustering Project

A project focused on clustering graphs using Markov Chains to identify community structures within networks.

Abalone Age

Abalone Age Project

A project focused on predicting the age of abalones based on physical measurements.

Sudoku Solver

Sudoku Solver Project

A program designed to solve Sudoku puzzles using the AC-3 constraint satisfaction algorithm.

Shortened Translation

Shortened Translation

An NLP project in machine translation focused on shortening the outputs by fine-tuning with paraphrasing datasets.

Education

ENS Paris Saclay - 2025

M2 Mathematiques, Visions, Apprentissage

Université Paris Dauphine - PSL - 2024

M1 Informatique, Décisions, Données

Major de promo (juin 2024)