GitHub Projects

Here, you can find the list of most relevant projects I have in my GitHub account. For more details of the research projects I have contributed to, please take a look at Research Portfolio.

Scientific Computing

• BioDeg, a biodegradation and corrosion simulation code for metallic materials
• BioDeg-UI, graphical user interface for BioDeg corrosion simulation code
• General Coupled Navier-Stokes-Diffusion Equations Solver using Finite Element Method
• Bayesian Optimization for Finite Element Parameter Estimation
• Skeletal Cell Atlas web app developed using Dash

Machine Learning

• ECG Classification with Federated-Learning and Differential-Privacy in Keras, Convolutional Neural Network Implementation
• ECG Classification with Federated-Learning in Keras, Shallow Implementation
• ECG Signals Classification using scikit-learn

Educational

• An Easy Introduction to Finite Element Method and Variational Formulation
• An Open Source Crash Course on Parameter Estimation of Computational Models using a Bayesian Optimization Approach
• Mastering Machine Learning with Python in Six Steps

Teaching Materials

• Computer Methods for Mass Transport in Tissue Engineering, Fall 2021
• Computer Methods for Mass Transport in Tissue Engineering, Spring 2021

Misc.

• Shorter version of my CV
• Auto-generated CV
• Jekyll Template for a Personal Website

Beamer Presentations

• High-performance numerical simulation of biodegradation process with moving boundaries
• The Role of Bioreactors in Tissue Engineering _{^{(And Using Jupyter Notebooks to Teach the Fundamental Concepts of Bioreactors and Mass Transfer More Effectively)}}
• Towards Embedded Systems, Motivational Role of Free Software