Reports
Research and academic publications.
Selected research reports and studies.
DoS Attack Detection using Neural Networks
TensorFlow/Keras model with a NumPy/Pandas pipeline; 95.4% test accuracy.
Modelling Voltage and Luminance in LEDs
Investigating LED luminance vs voltage (06.2023 — 05.2024). Physics research with statistical validation (Kolmogorov–Smirnov tests) and Python/Matplotlib data processing.
Modelling Rollercoasters using Bézier curves
6th-order Bézier models for rollercoaster safety and physiological analysis (07.2023 — 03.2024). Derivative-based velocity/acceleration analysis using NumPy/SciPy and a Bézier fitting tool.
Parallel Mandelbrot Visualization
09.2025 - 05.2026
Developed a high-performance parallel Mandelbrot visualization using Julia's Distributed computing framework
Engineered a master-worker architecture with dynamic load balancing via RemoteChannels to efficiently distribute
workload
Achieved up to 8.3x speedup over sequential baseline and an extremely low overhead (sub 150ms) parallel implementation.
Deployed the program to the DAS-5 supercomputer running SLURM