High performance computing (HPC): Novel Algorithm for automatic parallelization of C programs. Speedups comparable with ad hoc parallelization, outputs verified bit-identical.

• Bachelor Thesis
• High Performance Computing
• C
• OpenMP

Empirical and theoretical approaches for identical machine scheduling conjecture of half-integrality, with a PhD candidate and a postdoc.

• Semester Project
• Linear Programming
• Approximation Algorithms
• Configuration Linear Program

An end-to-end machine learning pipeline for Higgs boson signal detection following the machine learning course.

• Machine Learning
• Jupyter

Segmentation of blood vessels in retina images: a patch-based CNN first, then a U-Net-like fully convolutional network in Keras, with data augmentation and evaluation on test masks.

• Computer Vision
• Deep Learning
• Keras

A 3D graphics engine in C++ with a stereo mode for VR, used to build a playable 3D Tower of Hanoi game where the discs are moved with a Leap Motion and stylized hands are drawn on screen.

• C++
• GLM
• FreeGLUT
• VR
• Leap Motion

Optimization on graph structures and complexity analysis.

• Algorithms

A threads library in pure C, with creation, synchronization and scheduling.

• C
• Systems Programming

Automatic parametric selection of data to remove outliers and create an enhanced regression model.

• Linear Regression
• Python
• Noise Removal

A recreation of Pac-Man arcade game in pure Python and Processing IDE, with automatic generation of the maze and different levels of difficulty based on the intelligence of the ghosts.

• Python
• Processing IDE

A recreation of Arkanoid arcade game in pure Python and Processing IDE, with custom power ups and game modes.

• Python

Natural language processing pipeline of text multi-class classification from data extraction and data cleaning to training and model evaluation.

• Jupyter