Freelancer profile translated to English.

Description

AI Professor at Polytech Paris Saclay.

AI expert in the banking sector with over 7 years of experience. Capable of carrying out projects: from requirements gathering to production deployment and maintenance in operation, following an MLOps architecture.

Languages

French
Native or bilingual
English
Fluent
Khmer
Native or bilingual
Spanish
Conversational

Workplace preferences

Remote only

Primarily works remotely

Groupe Crédit Agricole (AE)
Data scientist
BANKING AND INSURANCE
November 2018 - Today (7 years and 7 months)
R&D in Large Language Model (LLM models :
GPT, Llama, Code Llama, GPT BLOOM, AGI, ...) for NLP projects (text classification with few-shot learning, NER, Informations Extraction, Topic Modeling, Text Generation, Summarizer, Data Augmentation, ...) and Computer Vision.
Techno: pyTorch, Transformers, Tensorflow, SpaCy, Flash-Attention, pyLDAvis, ...
Run: CI/CD, Mlops, MLflow, Docker, MongoDB, Django, Flask
Docker Swarm Transformers Python Pytorch
Assystem
Data scientist
DIGITAL AND IT
March 2017 - November 2018 (1 year and 9 months)
Conversational agent (ChatBot): The conversational agent is based on NLP algorithms and the use of Deep Learning algorithms, such as Encoder-Decoder type BI-LSTM neural networks for NLG.
OCR (Optical Character Reader): Image detection and classification with neural networks (3D CNN)