Experience

Kamleon

• Spain
• Biotechnology
• 1 - 100 Employee

• Python Backend Engineer

  • Jan 2023 - Present

  Developing and maintain back end as much as work at a wide range of different scripts related to`hardware, cloud, ML and components. Developing and maintain back end as much as work at a wide range of different scripts related to`hardware, cloud, ML and components.



Barcelona Children's Hospital Sant Joan de Déu

• Spain
• Hospitals and Health Care
• 700 & Above Employee

• Researcher as Python Programmer

  • Dec 2020 - Mar 2023

  I have developed an automated algorithm able not only to spot the Retinopathy of Prematurity (ROP), but also to have a first classification between the version plus and not; in order to implement it, I have used CNN with different approaches (black and white boxes) in order to obtain image detection and classification. Furthermore,in order to obtain the result required, I have applied a wide range of strategy including Transfer Learning, Filtering and Image Pre-treatment, Data Augmentation and Patches application. I lead the project in collaboraoon with an equipe composed by elements from the hospital HSJD, the innovation department of HSJD, the university UPC (Universidad Politecnica de Catalunya). Show less



Bonetti Srl

• Milano

• Junior Mechanical Engineer

  • Jun 2015 - Oct 2016

  Design and development of the customization of industrial vehicles. Involvement in all the stages of the project, from the initial proposal with the client, passing through the development of the customization,till its final approval for national and international homologation. Compliance of complex current legislation of vehicle conformity through specifications and tests. Design and development of the customization of industrial vehicles. Involvement in all the stages of the project, from the initial proposal with the client, passing through the development of the customization,till its final approval for national and international homologation. Compliance of complex current legislation of vehicle conformity through specifications and tests.