The Certiface product development team, today received information about Intel® DevCloud Technology to perform run tests in Cluster with the latest Intel hardware and software on the market. The DevCloud is a cluster of Intel® Xeon® Scalable Processors that will assist you with your machine learning and deep learning training and inference compute needs. It provides access to precompiled software optimized for Intel® architecture on Intel® Xeon® Scalable Processors. The company OITI TECHNOLOG...

Machine Learned and AI models degrade over time in production. As the adoption of these models steadily increases, this problem is becoming so evident that some scientists, such as Dr. Allen from Rice University, are raising awareness of a reproducibility crisis especially in the biomedical research field causing significant waste in time and money.

Natural Language Generation (NLG) is a task of generating text. Natural Language Generation tasks like Machine Translation, Summarization, Dialogue Systems have a core component of generating the sequence of words as an output conditioned on a given input.For example — For a machine translation system, given an input sentence in English, the model needs to generate its French translation. Today most such systems are built on Encoder-Decoder architecture and it’s variations.

Sentiment Classification has been one of the oldest and most important problems in the field on Natural Language Processing (NLP). It is the task of telling if someone likes or dislikes the particular thing that they're talking about. Getting domain specific annotated training data usually becomes a challenge, but with the help of word embeddings, we can build good sentiment classifiers even with only reasonably modest-size label training sets.

An article about how I developed a wearable AI band using Intel Technologies

GitHub Repo of my Wearable AI Band project

When we launched Shadow Fencer Theatre, our multiplayer awkward physics sword fighting game set in the world of shadow puppets, we had some feedback regarding the game’s performance. There were occasions of slowdown and general lower frame rate issues, but more noticeably, there were some pretty long load times on certain devices. So, while we were flying high, having just released our premiere title, we knew we had to come back down and optimize a few things to bring about an improved exper...