Article

10 Key Sales Forecasting Techniques for 2025

Jul 2, 2025 in Machine Learning

Discover the top 10 sales forecasting techniques for 2025. This guide covers everything from time series to machine learning for ultimate accuracy.

Read More
Article
Why and how we changed

Sep 28, 2022 in News

As time passes, any trustworthy company must evolve to improve and give more. For the past four years, we have been doing just that. Finally, the moment came when we saw the need to transmit our more ambitious vision. Our starting point When we went into business in 2018, the team was just Kelwin and […]

Read More
Article
Turning classes into inputs

Sep 22, 2022 in Technical

Let’s face it, we all have worked on an ML project where we had to predict a ridiculously high number of classes. Large enough to make the number of observations per class into an embarrassingly small subset. Most people model these tasks as a multiclass classification problem where, for each input observation, we must predict […]

Read More
Article
NILG.AI in the AI community

Sep 15, 2022 in News

Connecting and being connected greatly impact how we positively interact with others. At NILG.AI, we are not only focused on helping businesses unlock their capabilities, but we also make our mission sharing with the world how to leverage the power of Artificial Intelligence (AI). This knowledge-centered culture is one of our greatest pride and a […]

Read More
Article
A new era has arrived for NILG.AI

Sep 5, 2022 in News

Happy birthday! Today is NILG.AI’s fourth anniversary. Happy birthday to us! For most humans, birthdays are a synonym for getting older and leaving the good days of the youth behind. For companies, they are a moment to reflect on everything we achieved, recognize how far we have come, and envision how far we will go. […]

Read More
Article
Privacy Preserving Machine Learning

Aug 16, 2022 in Technical

This article reports my work at NILG.AI during a curricular internship on privacy-preserving Machine Learning. Trip data is any type of data that connects the origin and destination of a person’s travel and is generated in countless ways as we move about our day and interact with systems connected to the internet. But why is […]

Read More
Article
Local vs. global optimization

Jun 23, 2022 in Technical

Is the fastest route always the best? This article may give you a different perspective if your answer is yes. Normally there are multiple ways to tackle a given problem or task, and the optimization field is no different, as there are different approaches we can take to find an optimal solution. The choice of […]

Read More
Article
Achieving diverse product recommendations

May 25, 2022 in Use Case

In this blog post, you’ll learn about some examples of decision processes you can use in recommender systems: do you see any usage for recommending less popular products as a way to improve your business? You will see it now! The Use Case Let’s imagine a use case where you are building a MOOC platform […]

Read More
Article
New internships in AI: Privacy-preserving ML and Similarity Learning

Apr 21, 2022 in News

We are proud to share that NILG.AI has partnered with the Faculty of Engineering of the University of Porto (FEUP) through internships in AI as part of curricular units! We have received two new interns, Margarida Vieira and Beatriz Lopes; both enrolled in the Bachelor in Informatics and Computing, tackling two very distinct challenges with […]

Read More
Article
We will be at VISUM Summer School

Apr 13, 2022 in News

For the third time in a row, we are proud sponsors of VISUM summer school. VISUM is a worldwide reference summer school in Computer Vision and Machine Intelligence, attracting both experts and students to exchange experiences and knowledge in the field. VISUM has counted on the honor of receiving students from all corners of the […]

Read More
Article
Self-Supervised Learning workshop at the XIII Symposium on Bioengineering

Mar 23, 2022 in Technical

We are delighted to announce our forthcoming workshop on Self-Supervised Learning, a pivotal event slated to take place during the XIII Symposium on Bioengineering, the largest Portugurese Bioengineering congress! The Symposium on Bioengineering is a beacon of collaboration, organized by the Bioengineering Students’ Association, and caters to students and researchers alike. It stands firmly on […]

Read More