Freelancer profile translated to English.
Back to original languageAbout Emmanuel
With a scientific background (Master's in Neuroscience, Bachelor's in Physics and Chemistry), I trained in machine and deep learning using Python. I can handle various stages of the artificial intelligence pipeline:
Data Retrieval:
- Scraping (beautifulsoup, selenium, scrapy, splash), using tools that facilitate scraping like zyte.com. Scraped sites: google, fnac, cultura, amazon, etc.
- Calling various APIs: google sheet, pipedrive, pubmed, etc.
Data Processing:
- Reading files in different formats: json, csv, text, excel
- Data cleaning and processing with pandas and numpy
- Data storage in databases: mongoDB, DocumentDB, PostgreSQL, supabase
Data Visualization
- Python visualization libraries: matplotlib, seaborn, plotly
- Dashboard generation with PowerBI (Microsoft) and QuickSight (AWS)
Data Analysis, Prediction, and Classification
- Using sklearn and statsmodels for data analysis
- Training pre-trained deep learning models with tensorflow and pytorch for sentiment classification (NLP)
- Using chatgpt for Question Answering with a vector database (FAISS, pinecone, etc.)
Creation of containerized applications (docker)
- API creation with Flask, FastAPI
- Application creation with streamlit and Flask, deployment on AWS (lambda, API gateway, S3, SQS)
Automation
- n8n
- Make
AI Agent Creation with:
- langchain/langraph
- llamaindex
Creation of automation pipelines with Make.com
CI/CD: gitlab, serverless framework
French
Native or bilingual
Japanese
Basic
English
Fluent
Remote only
Primarily works remotely
Experience
- BananeCreation of a mobile application with FlutterflowEDUCATION AND E-LEARNINGAugust 2024 - October 2024 (2 months)Tokyo, JapanCreation of a mobile application to help Japanese students memorize Japanese ideograms, kanji, through mnemonic techniques.Application available on the Google Play Store:https://play.google.com/store/apps/details?id=com.mycompany.dicojap
- OCITO LA GALERIE
On Malt
E-commerce site scraping and product classificationMay 2024 - May 2024- Generation of a product description from various information using gpt-4-turbo- Generation of a script that determines a category from various product information, using gpt-4-turbo - OCITO LA GALERIELLM Python DeveloperApril 2024 - April 2024- Generation of a product description from various information using gpt-4-turbo- Generation of a script that determines a category from various product information, using gpt-4-turbo
Reviews
B
Beauce
OMD
Reviewed on 2/17/2025
Emmanuel Thiéry, our data scientist at Sfumato, is a true architect of innovation. After a year of R&D, he designed and developed Sfumato AI, an application that works perfectly and transforms art market analysis. His technical mastery and data-driven vision are impressive. His expertise covers every aspect of the project with remarkable precision and rigor. Huge congratulations for this success, which marks a major advancement for Sfumato!
Anthony
Concedo - Guideline
Reviewed on 10/30/2023
Very good experience with Emmanuel. He is very organized, fast, and adaptable.
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Education
- Various online coursesInternet2016
Certifications
- Reinforcement Learning SpecializationUniversity of Alberta, Alberta Machine Intelligence Institute2022