Freelancer profile translated to English.

Description

Companies often face enormous challenges in solving their business problems, automating their processes, and becoming data-driven.

My experience in very different sectors (Retail/Ready-to-wear, E-commerce, Security, IoT, Robotics, Civic-techs) has confirmed that a tailored practice of Data Science allows them to meet these challenges and achieve significant ROI or differentiate themselves from the competition by offering users useful, new, and innovative features.

My motivation is to meet these challenges by adapting successful approaches (communication, pragmatic POC development, industrialization) to the imperfect reality of each company.

Feel free to contact me to discuss your needs and the potential levers that data science could bring to your business.

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Can work on-site

Châtillon (up to 50km), Paris (up to km)

Camaieu
Data Scientist
RETAIL (LARGE RETAILERS)
April 2019 - March 2020 (11 months)
Roubaix, France
- Development from scratch and integration of an initial sales forecasting tool for all new product references (the tool projects a drastic drop in residual cost)
- Development of improvements and performance analysis / KPI calculation notebooks on a discount optimization tool
- Development of a POC for analyzing clothing style trends in images and automatic labeling (Keras, transfer learning)
- Development of an image and metadata scraper (extraction capacity > 200k references/day)
Python Deep Learning Scikit-learn Pandas Data science Numpy Flask SQL Google cloud
Make.org
Data Scientist
CONSULTING AND AUDITS
January 2019 - March 2020 (1 year and 2 months)
Paris, France
• Development of a POC to classify citizen proposals by theme using NLP techniques (NLTK, Pandas, Scikit-learn)
• Development of data pipelines for BI / Data-Science (Python, Kafka, Postgresql, Google Translate API, Docker)
• Development of internal reporting and analysis assistance interfaces (Python / Flask)
• Data Visualization / Mapping: interactive Choropleth maps, Piecharts, clustering (Python, Geopandas, Pandas, Bokeh, Scikit-learn)
Python Scikit-learn Pandas Apache Kafka PostgreSQL Docker Nltk bokeh geopandas flask
HotelQuickly Ltd.
Data-Scientist
TRAVEL AND TOURISM
June 2017 - Today (9 years)
Bangkok, Thailand
- Design, implementation, maintenance of a bidding system on a metasearch partner platform
- Design, implementation and tests of a prototype for room mapping using NLP techniques on room names
- Design of the process and the architecture of a hotel mapping system
- Assistance to BI team to help diagnose and understand root cause of issues in funnel
- Defined and implemented company level metrics for inventory
- Defined KPIs and metrics as DATA squad team leader
- Training of a DATA squad team to data science
Python Pandas MySQL Big Query Scikit-learn MongoDB Agile methodology Business intelligence