PhD Student (CIFRE)

• Oct 2021 - Present

NLP Research Engineer

• Apr 2021 - Sep 2021

NLP Engineer

• Sep 2018 - Feb 2021

I develop deep learning assisted applications for automatic text classification, sound recognition, and optical character recognition (OCR). I am in charge of the research and implementation of advanced neural networks for each application. For these projects, I’ve used recurrent neural networks to handle sequential data and various convolutional neural networks to handle image data. One of my objectives is to improve existing neural networks by applying attention mechanism or various data augmentation methods. Show less

Stagiaire Linguiste Informaticienne

• Feb 2018 - Jun 2018

Objective: Improve an information extraction system by automatically simplifying complex sentences from patent documents - Build an automatic text simplification system using syntax analysis tools (NLTK, BLLIPparser) - Analyze an information retrieval system driven by a machine learning and linguistic-based method - Integrate the simplification system to a web application - Research into text mining on patent documents – transform unstructured patent documents into ontology (TRIZ-based) for knowledge management Show less

Korean teacher

• Nov 2015 - Mar 2018

- Taught Korean language and culture to French students preparing for a year of study in Korea - Taught Korean language and culture to French students preparing for a year of study in Korea

HR assistant

• Jun 2015 - Aug 2015

- Translated dozens of eLearning videos from English to Korean for employee training - Translated page of the AXA website from Korean to English - Created corporate organizational charts - Managed employees' vacation & annual leave - Translated dozens of eLearning videos from English to Korean for employee training - Translated page of the AXA website from Korean to English - Created corporate organizational charts - Managed employees' vacation & annual leave

English tutor

• Feb 2015 - Aug 2015

- Taught English to a high school student preparing for Korean SAT - Taught English to a high school student preparing for Korean SAT

Enlgish tutor

• Mar 2013 - Aug 2013

- Taught English to a high school student preparing for Korean SAT - Taught English to a high school student preparing for Korean SAT

Data assistant

• Mar 2013 - Aug 2013

- Inserted clients' data by inputting their numerical information within time limits (Excel) - Inserted clients' data by inputting their numerical information within time limits (Excel)

Previewer

• Jun 2012 - Aug 2012

À ce poste, j'ai réalisé la traduction et la prise de notes sur des commentaires faits à propos d'émissions TV. À ce poste, j'ai réalisé la traduction et la prise de notes sur des commentaires faits à propos d'émissions TV.