Mario Cano

Hello, my name is Mario, I am a developer of Python, R and C languages in Linux-Ubuntu and Microsoft Windows environments. I have experience in using these languages in the application of Machine Learning methods for drug development and in assisting with the realization of science-oriented projects for undergraduate and master's students, but the knowledge I have acquired can be applied to any field.

Here, I summarize the projects I have completed.

I worked at INSERM, on a project where we developed different statistical models to predict which molecules (inhibitors) are active against PR2 (HIV protein). We developed these models based on the different properties of each inhibitor. We created a database with the name of each inhibitor and each (quantitative) property, then using different supervised analysis methods (statistical methods) in R, we obtained different models (mathematical equations where the variables are the most impactful properties) that allowed us to determine which inhibitors were most active against the target.

I also worked on a project where, from a database of PDB files (files containing atomic coordinates of a protein), we extracted, using Python, information from the PDB file for each protein to determine its different physical properties.

I worked on a project at the Institut Curie, where we predicted the movements of a biological system, using C, from images obtained by electron microscopy and not from atomic coordinates. To develop this model, we considered each pixel of the image as an atomic coordinate.

Do not hesitate to contact me to offer me missions.