Experience

Open Food Facts

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

• Machine Learning Engineer

  • Sep 2022 - Present

  Ville de Paris, Île-de-France, France



Artur'In

• France
• Advertising Services
• 100 - 200 Employee

• Data Scientist

  • Jul 2019 - Apr 2022

  Paris, France - Developed an image similarity service, using EfficientNet architecture for image embedding and Approximate Nearest Neighbors (ANN) for fast image retrieval. Used on a dataset of 2M images. Triplet loss, EfficientNet, ANN - Designed and developed a hybrid NLG system to suggest responses to social media reviews (Google Maps, Facebook). Using a library of manually curated response sentences, relevant sentences are selected and aggregated in a specific order based on the detection of tags in… Show more - Developed an image similarity service, using EfficientNet architecture for image embedding and Approximate Nearest Neighbors (ANN) for fast image retrieval. Used on a dataset of 2M images. Triplet loss, EfficientNet, ANN - Designed and developed a hybrid NLG system to suggest responses to social media reviews (Google Maps, Facebook). Using a library of manually curated response sentences, relevant sentences are selected and aggregated in a specific order based on the detection of tags in the input review. Tags are detected using fine-tuned RoBERTa/CamemBERT models (en/fr language respectively). NLG, document classification, transformers library Show less



Wuha

• France
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Jun 2018 - Jul 2019

  Lyon, France - Improved the relevance of results returned by the internal search engine (based on Elasticsearch). Decreased user search latency by 60% by developing a dedicated NER service. - Trained and deployed a Tensorflow NER model (biLSTM+CRF) to detect person names in search queries. - Designed and implemented an algorithm to detect noun phrases in search queries, using syntactic parsing on the Common Crawl corpus.



Like a Bird

• France
• Advertising Services
• 1 - 100 Employee

• Software Engineer

  • Jan 2017 - Jun 2018

  Lyon, France - Designed and developed a multi-platform (Facebook, Twitter, Slack, web) framework to build chatbots. Python, PostgreSQL, RabbitMQ, ZeroMQ, asyncio. - Developed an intent detection service (document classification task) using biLSTM models with custom French word embedding. Keras, Gensim, ZeroMQ - Trained and deployed intent detection models, deployed a monitoring stack. AWS, Grafana, InfluxDB.



ZebrIA

• Technology, Information and Internet

• Cofounder

  • Apr 2016 - Nov 2016

  Paris, France ZebrIA is a personal medical assistant that makes the life of chronic patients easier. - In charge of all technical aspects of the product: architecture, development, deployment - Designed a natural language understanding framework in Python to understand user messages and answer appropriately - Promotion 1.2 of French startup accelerator Startup42 (Epita-Epitech)