Do It Yourself Biology

The PeTaL labeler labels journal articles with biomimicry functions.

Documenation des prototypes et projets du Biome

A Jupyter notebooks guide to handle optimization algorithms, for engineers & students

DNA-based End-to-End Encrypted EFS Database created using Python 🧬

Reinforcement learning environment for dynamic soaring, inspired by the flight patterns of albatrosses.

This project is an interactive visualization that explores the fascinating world of emergent behaviors and self-organizing systems. Inspired by the remarkable abilities of Physarum polycephalum (slime mold), this simulation demonstrates how complex patterns can arise from simple, decentralized decision-making processes.

The Murmurator: Flocking Simulation-based Multi-Channel Digital Musical Instrument

a second attempt at flocking simulation using an actual steering algorithm

Pillbug robot made by OpensourceMakerGroup_SKKU

The final write up for my Bachelors Thesis in Mechatronics Engineering, completed at the University of Cape Town.

How do societies measure up to Life's Principles?

Comparison of binary classification models to predict whether text contains a description of a biological strategy relevant to biomimetic applications or not.

Open Assessment for Evolutionary Computation module. This module was worth ten credits as part of my Master's Year and received a mark of 67%.

Utilizing the snorkel machine learning model to label biomimicry papers. Snorkel uses weak supervision to label large amounts of training data using programmatic labeling functions based on keyword rules.

HabiSpat: Habitat Simulation-based Sound Spatialization System

My portfolio