Simone Finelli
Computer Vision Engineer
" Everything that is hidden to people is not hidden to Artificial Intelligence! "
Experiences
AI Engineer
Using computer vision tecniques and neaural networks to find defects on industrial parts.
Deploy of Neural Network models using Docker and Kubernetes.
Creation of a desktop GUI to simplify the inference procedure of the designed neural networks.
Use of Transformers to perform text analysis.
February 2021 - January 2023
Internship
Deepening of convolutional neural networks and study of recurrent neural networks to develop the American Sign Language Real-time Recognition project.
September 2020 - December 2020
Volunteering
The main goal of a volunteer on the zooniverse.org platform is to make data classifica-tions on scientific topics such as astronomy, medicine, arts, etc.
August 2019 - Present
Trainee Student
University of Salerno
Study of the Oxwall environment to create the php API for the SoMusic mobile application.
October 2017 - January 2018
Education
University of Salerno
Master Degree in Data Science
Final mark: 110/110 cum laude
September 2018 - February 2021
University of Salerno
Bachelor Degree in Computer Science
Final mark: 105/110
September 2014 - February 2018
I.I.S.S. Luigi Vanvitelli High School
Diploma in Accountancy
Final mark: 95/100
September 2009 - June 2014
Skills
Programming Languages & Tools
-
Machine Learning & AI
-
-
-
-
-
-
Fontend
-
-
-
-
-
-
Backend
-
-
-
Database
-
-
-
Server
-
-
-
Numerical Calculation
-
-
-
Parallel Computing
-
-
Projects
American Sign Language Real-time Recognition
Computer Vision
The goal is to recognize the American sign language in a video stream and translate it to American word by word. This work was supported by the NTT DATA company and the University of Salerno.
September 2020 - December 2020
Rock-Paper-Scissors
Convolutional Neural Network
The goal is to predict if the hand’s image is rock, paper or scissors with a Convolutional Neural Network.
April 2020 - May 2020
Mushrooms
Neural Network
The goal is to predict if a mushroom is edible or poisonous with a shallow neural network using Keras and TensorFlow 2.
April 2020 - April 2020
Pulsar Star
Machine Learning
The goal is to predict a pulsar star using stochastic gradient descent, k-nearest neighbors, support vector machine and decision tree classifiers.
March 2020 - April 2020
Red Wine Quality
MachineLearning
The goal is to predict the quality of red wines using machine learning linear models.
March 2020 - March 2020
A CNN for Melanoma Classification
Convolutional Neural Network
Use of a Convolutional Neural Network to detect the skin cancer.
May 2019 - June 2019
December 2018 - January 2019
June 2018 - August 2018
SoMusic Mobile
Cross-platform Mobile Application
Design and development of a cross-platform mobile application for SoMusic social network.
October 2017 - January 2018
8-bit
E-commerce
Design and development of retrogaming e-commerce for a university project.
July 2017 - August 2017
Certifications
Languages
Level B1 - 08/19
Level A2 - 07/19
Level A1 - 06/19
Programming
Complete Python Developer in 2020: Zero to Mastery - 09/20
Introduction to Python Programming - 07/20