Freelancer profile translated to English.
Back to original languageAbout Jeanne
As a linguist, I can bring my NLP skills to all natural language understanding applications (whether document classification, analysis of customer verbatim, chatbot implementation, strategic monitoring, etc.).
My expertise allows me to consider different approaches:
- Training a corpus for machine learning (managing annotation campaigns, methodology, evaluation...)
- Building a rule-based system for intent/topic classification (regardless of the tool)
- Implementing an ontology (entities, dictionaries...)
I use Python (and in particular Pandas) for my corpus processing scripts, statistical calculations, evaluation, etc.
Italian
Conversational
English
Fluent
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Orange BankComputational LinguistBANKING AND INSURANCEApril 2017 - February 2020 (2 years and 10 months)Montreuil, FranceManagement of the Watson Assistant instance's intent and entity baseProgramming Python scripts for training corpus management and performance evaluation; statistics on conversation topicsSupervision of conversation log analysis, performance evaluation, and identification of areas for improvementSpecifications for the enrichment and maintenance of dialogue treesLiaison with business units to coordinate scope additions
- MindsayComputational LinguistSOFTWARE PUBLISHINGNovember 2019 - December 2019 (1 month)Based on a representative sample of chatbot user queries:- Proposal of the most relevant intents for optimal classification- Classification of data into intents- Initial draft of entity structuring- Methodological report on the approach used for intent creation
- MECANICUS
On Malt
Computational LinguistJuly 2019 - August 2019- Manual alignment of two (sampled) databases to evaluate a matching algorithm- Implementation of rules to facilitate matching- Writing of an annotation report
Reviews
AD
Account deleted
Reviewed on 12/2/2019
Jeanne worked with us on building the knowledge base for one of our new bots. Her efficiency, availability, and diligence allowed us to achieve our goals in a short period. I highly recommend her advice!
Quentin
MECANICUS
Reviewed on 8/12/2019
Recommendations
CL
FU
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Education
- Professional Master TILDE (Computational and Linguistic Processing of Written Documents)Université Paris Nord- Paris 132012Traitement Informatique et Linguistique des Documents Écrits (Traitement Automatique du Langage) Développement d’outils en linguistique informatique, ingénierie documentaire et linguistique, algorithmique et programmation, stage en entreprise, mémoire de recherche, gestion du projet collectif de la promotion.
Skill set
Categories
- Other