Hello, I’m Fabien Cappelli.
Cyber-gutter punk. Former paleographer. PhD in linguistics. Trained in mathematics, data science, and AI engineering.
I work today at the intersection of technical implementation, documentation, applied AI, and real-world systems.
Currently
- building Robie, a local voice assistant running on Raspberry Pi
- designing technical documentation, workflows, and information systems
- learning agentic AI for supply chain use cases: document intelligence, traceability, and decision automation
Featured Projects
Rethinking a Documentation Ecosystem
Redesigning a documentation system, content CI/CD, knowledge base integration, and leveraging documentation through conversational AI tools and developer assistants.
Robie
Voice assistant on Raspberry Pi
Release Video Generator
Python pipeline that transforms a Jira HTML export into a narrated release video, with thematic script generation, text-to-speech synthesis, and automated video rendering.
Semantic Image Segmentation (OpenClassrooms Projects 8 & 9)
Semantic image segmentation applied to intelligent vision systems using urban scenes from the Cityscapes dataset.
Tweet Sentiment Prediction (OpenClassrooms Project 7)
Sentiment analysis on 1.6M tweets with comparison of NLP models (TF-IDF, CNN, LSTM, DistilBERT), full MLOps workflow, cloud API, and CI/CD deployment.
Big Data Cloud Project — PySpark Pipeline on AWS for Image Recognition (Fruits-360) (OpenClassrooms Project 11)
Design and deployment of a scalable Big Data pipeline for large-scale image processing, automated visual feature extraction, and dimensionality reduction, following a production-oriented data engineering and machine learning workflow.