Blaise Mbunga Mputu (Data Scientist)
Expleo is a company that is involved in a wide range of activities in life sciences, and this article will focus on a use-case related to drug discovery part.
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by a newly emerged highly pathogenic virus called novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Targeting the main protease (3CLMpro) is an appealing approach for drug development because this protein plays a significant role in the viral replication and transcription[1].
After provided a brief overview of 3CLMpro, we introduce a computer aided drug discovery (CADD) tool…
Mohamed Benzerga (Data Scientist, PhD)
A Bayesian Network is a Machine Learning model which captures dependencies between random variables as a Directed Acyclic Graph (DAG). It’s an explainable model which has many applications, especially in predictive maintenance.
Predictive Maintenance at Expleo
Expleo is a consulting and engineering company where data science experts are involved in many business areas (railway, automotive, health, aeronautics, finance…). In particular, a classical problem addressed at Expleo is Predictive Maintenance of various industrial machines or systems. It consists in using data science algorithms to predict failures before they happen, so as to trigger the right maintenance action at the right…
Expleo is a compagny that develop a wide range of activities in life sciences, and this article will focus on a use-case related to genomic part.
Since January 2020, the world has faced a new and unprecedented health crisis.
In december 2019, some cases of viral pneumonia of etiologies unidentified at that time, and having emerged in Wuhan (Hubei province, China) were reported to the authorities of the World Health Organization (WHO). Further, a new coronavirus named Sars-Cov-2 has been identified and defined as the agent responsible for the pandemic known as Covid-19. One year later, over 110 millions cases…
Expleo
Expleo is an engineering, quality services and management consulting company. The company is active in a variety of industries, including banking & financial
