Mariama Drame

Mariama Drame Machine Learning engineer i B T m 20 January 1992-- github.com/DrameMariama Profile Machine learning engineer, passionate about Deep Learning in order to exploit cuttingedge technology and solve real-world problems Experiences Sep 2020 Machine Learning Engineer Baamtu Datamation, Senegal Natural Language Processing and ML classic Feb 2020-Aug 2020Machine Learning Engineer Natural Language Processing HuggingFace, Paris Sep-Dec’19 Research Intern FAIR, London Knowledge composition from dense sentence Embeddings, with Angela Fan, Sebastian Riedel and Antoine Bordes African Master in Machine Intelligence| AIMS Rwanda | Sep 2018- Dec 2019 Mar-Sep’18 Intern Atos, Senegal designing and implementing a decision support system for sales tracking within pharmaceutical laboratories in Senegal, with Ibrahima Fall Master degree in Data Management and software engineering |Universite Gaston Berger, Senegal Oct-Nov’16 Education Bachelor degree in Data Management and software engineering, with 14.20/20 average |Universite Gaston Berger, Senegal |- Skills Deep learning and machine learning skills for multiple applications including Computer Vision, Natural Language Processing, Fairness and Privacy Deep Learning Framework: Pytorch, Keras, tensorflow Programming Languages and Frameworks: Java, Python,R, shiny C++, Angular, Jhipster, HTML, CSS, Javascript, JQuery, Symfony, Bootstrap, PHP Database: MySQL, PostgreSQL, Oracle, SQLServer, SQL Big Data and Business Intelligence: Hadoop ecosystem, Talend Open Studio Git, SCRUM Huawei, China Seeds for the future program Research and Projects June 2021-now Chatbot for bank building a french chatbot for bank using Rasa to allow users to check balance and transactions Mar - June 2021 Wolof TTS build a wolof text to speech api using open source TTS models Dec 2020-Fev 2021build an audio collection pipeline for Wolof Speech recognition Dec 2020 Medical Diagnosis classification build a classifier to identify two diagnosis report as similar or not Sep-Nov 2020 ASR wolof language build an Automatic Speech Recognition for wolof language using DeepSpeech Jun-Aug 2020 Blenderbot implementation Adding the Facebook blenderbot paper to the huggingFace transformers library Ap-May 2020 contributing to the Huggingface nlp library library to easily share and access datasets and evaluation metrics for Natural Language Processing (NLP) Feb-Mar 2020 Poetry generation project with transformers GPT2 ACL 2020 Knowledge Composition from Dense Sentence Embeddings co-authors: Angela Fan, Sebastian Riedel, Antoine Bordes Jun-Sep’19 Jun-Aug’19 Master thesis: Understanding Natural Language Questions Using Deep Learning With Ahmed-El Roby, Carleton University, Ontario Participating to Big Data For Development Challenge Propose and Implement a system for loan evaluation for Bank of Kigali Amazon Mechanical Turk (AMT), AWS, Azure Feb’19 Early stage breast cancer Designing a machine learning model and a model based kernel method to predict breast cancer Dec’19 Rainfall prediction A time series problem where our goal was to predict future rainfall based on the previous n days using the Bangladesh dataset on Keras. Awards Summer School Full grant for the PRAIRIE Artificial Intelligence Summer School, Paris, 03-05 Oct, 2019 Conference EurNLP, London 2019 Languages French, English, Wolof (Senegalese language)