Description

Hello, I am a data scientist, I can design proper, efficient and maintainable data pipelines to transform your data into real business values. I develop Extract, Transform, Load (ETL) processes to clean, transform, and aggregate data that can generate insights meaningful to the business.

Industry field of expertise

Languages

French
Fluent
English
Fluent
Chinese
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

DESCARTES & MAUSS
NLP Data Scientist
January 2024 - Today (2 years and 5 months)
Paris, France
Design Data Pipeline: Topic Modeling, Online Keyword Extraction, Distributed Data Pipelines.
Model Optimization and Finetuning with propriety data.

Data mining Database Design Data Pipeline Natural Language Processing (NLP)
LLF
Research Intern in computational linguistics
February 2023 - July 2023 (5 months)
Paris, France
• Do rigorous EDA(Exploratory Data Analysis) on linguistic data, develop strategies to control data quality and identify abnormalities, resulting in enhanced data integrity and reliability for model training.
• Explore probing methods to reveal how different layers in a LSTM style neuron network learn syntactic rules, utilizing techniques such as Principal Component Analysis (PCA), Multilayer Perceptrons (MLP), and Multivariate Regression to gain a deeper understanding of language processing in neural architectures.
INRIA
Research Intern in cognitive linguistics
April 2022 - July 2022 (3 months)
Paris, France
• Conduct formal modeling of pragmatic phenomena, focusing on the analysis of textual data to understand linguistic interactions.
• Update and refine annotation guidelines to ensure the accuracy and consistency of annotated data, which is crucial for training a chatbot.
• Collaborate with senior researchers to refine methodologies for annotating complex linguistic features, contributing to the development of a more robust conversational AI system.