Portfolio
Here are a few things I've been working on:
These are some of the projects that I have completed using several techniques. I like making exeriments and trying new things. All the projects feature data visualization and analysis as well as machine learning concepts including Natural Language Processing, Computer Vision, Recommender Systems and more.
Looking for more? Head over to my GitHub repository.
An example of fullstack machine learning model
A text classification online This project leverages Keras, TensorFlow.js and more to produce a web application to classify a user input text. The code is modular, so it can be applied to nearly any text classifier model.
Hand Gestures Training and Classifier
Image Classification with TensorFlow.js. This deep learning project shows the use of TensorFlow.js to annotate images, train a CNN model and classify images live and directly on web browsers.
Natural Language Processing Project: Text Classifier Models
This NLP project attempts to show how different models can classify news.
Project makes use of AG News dataset to train the different models.
Philosphers dining problem
This project is for the purpose of illustrating how to use concurrency in Go.
Project uses GO programmin language and its goroutines.
A LaTeX class
LaTeX is a fantastic typesetting program that a lot of people use these days, especially the math and computer science people in academia.
Here, I created a template to write a thesis/report in LaTeX. It is based on a makefile, such that the compilation process is really efficient, even for huge documents.
Recommender System
How to build an hybrid recommender system based on triplet loss, embedding layers and making use of Keras.
The scope of the project is to predict the score of a movie rating based both on user features and movie ones, this is made leveraging the famous siamese network.
Object detection: a webcam based algorithm
Using a pretrained CNN model with JavaScript to take advantage of webcam to perform object detection.
From design to deploy: a complete ML project
A detailed walktrough along the design, analysis, development, training, deployment and maintenance of a ML project.
Buy me a coffee
Do you like what you see?
Would you like to see more?
Consider the idea of sponsor some of my open source projects.