Experience

Ava

• France
• Technology, Information and Internet
• 1 - 100 Employee

• Machine Learning Engineer

  • Aug 2023 - Present

  Paris, Île-de-France, France



John Snow Labs

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior MLOps & NLP Engineer

  • Feb 2023 - Sep 2023

  Paris, Île-de-France, France Lead the developer team behind the Open Source 𝐋𝐚𝐧𝐠𝐓𝐞𝐬𝐭 Library. We developed LangTest; a library for people to deliver safe and effective language models.



Hypefactors

• Denmark
• Public Relations and Communications Services
• 1 - 100 Employee

• Machine Learning & MLOps Engineer - NLP

  • Dec 2020 - Feb 2023

  Copenhagen, Capital Region, Denmark • 𝐌𝐮𝐥𝐭𝐢𝐥𝐢𝐧𝐠𝐮𝐚𝐥 𝐍𝐋𝐏: implementation of SOTA Deep Learning Models on real-world data (sentiment analysis, NER, topic modeling, semantic search, entity linking, ...). • 𝐌𝐋𝐎𝐩𝐬: from data annotations to models roll out and monitoring. (K8s, Metaflow, Label Studio, Docker, Terraform) • 𝐃𝐞𝐯𝐎𝐩𝐬: 1B inferences/day on a K8s cluster • 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩: managing and coordinating a team of 2 computational linguists and 3 annotators Stack: Python (PyTorch /… Show more • 𝐌𝐮𝐥𝐭𝐢𝐥𝐢𝐧𝐠𝐮𝐚𝐥 𝐍𝐋𝐏: implementation of SOTA Deep Learning Models on real-world data (sentiment analysis, NER, topic modeling, semantic search, entity linking, ...). • 𝐌𝐋𝐎𝐩𝐬: from data annotations to models roll out and monitoring. (K8s, Metaflow, Label Studio, Docker, Terraform) • 𝐃𝐞𝐯𝐎𝐩𝐬: 1B inferences/day on a K8s cluster • 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩: managing and coordinating a team of 2 computational linguists and 3 annotators Stack: Python (PyTorch / Transformers / SpaCy), ONNX, GCP, Scala, Docker, K8s, ElasticSearch Show less



Nyctale

• France
• IT Services and IT Consulting

• Big Data Engineer

  • Jul 2020 - Dec 2020

  Paris, Île-de-France, France



Microsoft

• United States
• Software Development
• 700 & Above Employee

• Deep Learning Research Intern - Time Series

  • Jan 2020 - Jul 2020

  Région de la capitale Copenhague, Danemark Research topic: Anomaly Detection In High Dimensional Time Series using Deep Learning. Autoencoders / Attention mechanisms / LSTM / Forecasting / Clustering algorithms / Anomaly severity detection Stack: Python (PyTorch / Sklearn) / SQL



Hypefactors

• Denmark
• Public Relations and Communications Services
• 1 - 100 Employee

• Full Stack Data Scientist - NLP

  • Jun 2019 - Jul 2020

  Copenhagen Area, Capital Region, Denmark Deep learning and Machine Learning algorithms for NLP. Data extraction / Modelling / Model assessment / Model deployment and scaling / MLOps Key achievement: fine tuning BERT for a multi-label classification task + deployment at scale (~300req/sec). Stack: Python (Sklearn, PyTorch, Transformers, SpaCy, Flask, BeautifulSoup) / Google Cloud Platform / IBM Watson / Elasticsearch / Docker / CircleCI

• Data Scientist Intern - NLP

  • Mar 2019 - Jun 2019

  Copenhagen, Capital Region, Denmark Machine Learning algorithms for NLP. Stack: Python (PyTorch / Sklearn / SpaCy / BeautifulSoup) / Google Cloud Platform



By Qyou

• Full-stack Developer

  • Mar 2018 - Jan 2020

  Showcase website for a customizable jewelry brand built from scratch. Implementation of a JQuery carousel depicting user's options. Website hosting, website deployment, database structure. Stack : Symfony4 / JQuery / SQL / OVH



Jobnroll

• France
• Human Resources Services
• 1 - 100 Employee

• Back-end Developer

  • Apr 2018 - Aug 2018

  station f Back-end development of a platform counting more than 20000 users. Setting up of a matching algorithm based on users' preferences and information. Optimisation of database structure and query system. Stack : Symfony / SQL