Support in creating medicines

Context and problematic

Finding new patentable drugs is increasingly difficult and carrying out such research manually is starting to show its limits. The use of AI suggest lines of research, and this could greatly speed-up the creation of new drugs.


Based on the many medical publications and clinical trials, to detect correlations between drugs in order to create new combinations of more effective molecules.
Moreover, take advantage of this project to provide the company with an efficient, centralized publication search API, and not a limited one, in terms of number of requests.

Our intervention

2 Data Scientist, 1 Data Engineer​

  • Data extraction, cleaning, then indexing and “using” this data with the Azure indexer
  • Creation of a graph database through relationships between molecules and publications (available with the Azure indexer)
  • Creation of a visual application that displays sub-parts of this graph database


APIs available to efficiently access all medical publications and clinical trials !
A data visualization application which helps technical teams look for interesting publications and molecules, but also view the links between them.

Technical environment

Azure – Api Rest – CosmosDb – Gremlin – Python – Networkx – Plotly – Dash

Together with our customers, we build solutions that change and facilitate their daily lives.

Aide à la création de médicaments

Plateforme d’analyse de besoins clients

Conception et industrialisation du SI analytics

Prédiction de retards

Analyse de visage pour recommandation produits

Application d’optimisation de la Supply Chain

Scoring et analyse
de la peau

Analyse de Forums

Personnalisation de contenu

Analyse des activités de support IT

Détection de tendances sur les réseaux sociaux

de beaconing

Outil de classification de documents

Détection de cancer via Deep Learning

Conception de plateforme de veille stratégique

des champs agricoles

Conception du Data Hub et implémentation

Analyse et prévention des problèmes Skype

Assistant d’aide à la recherche

Classification de pages Web