Godwin Houdji - about me¶

Hey there 👋

I’m a computer science engineer and currently a full-time data scientist in Benin.

I work at the intersection of software development, scientific research.

I’m interested in machine learning and its applications in healthcare đŸ„ and business đŸ‘šâ€đŸ’ŒđŸ’°đŸ“ˆ

Recent posts¶

See the blog archives for a more complete list.

  • 2022-05-26 - Architecture du transformer et implĂ©mentation avec Pytorch (Partie I)

    Qu’est ce qu’un transformer ?: Un modĂšle de transformer est un rĂ©seau neuronal qui apprend le contexte et donc le sens en suivant les relations dans les donnĂ©es sĂ©quentielles comme les mots de cette phrase. Dans la version originale de leur papier Attention Is All You Need, les auteurs dĂ©finissent le transformer comme une nouvelle architecture de rĂ©seau simple basĂ©e uniquement sur les mĂ©canismes d’attention, exemptĂ©e entiĂšrement de rĂ©currence ou de convolution.

    Applications

    process
  • 2022-03-22 - Bert Classification For Research Papers

    Our goal is to build a model that uses the abstract and title of a paper to predict whether it will be rejected or not.

    This is an article with code to refine BERT to perform text classification on a dataset of accepted and rejected scientific papers.