Rethinking a Documentation Ecosystem

Redesigning a documentation system, content CI/CD, knowledge base integration, and leveraging documentation through conversational AI tools and developer assistants.

MkDocs Markdown Git CI/CD API Mermaid YAML AI Knowledge Base

Robie

Voice assistant on Raspberry Pi

Python Vosk TTS

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.

Python OpenAI API BeautifulSoup FFmpeg Pydub

Semantic Image Segmentation (OpenClassrooms Projects 8 & 9)

Semantic image segmentation applied to intelligent vision systems using urban scenes from the Cityscapes dataset.

Python Keras Segmentation Models FastAPI Streamlit Docker

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.

Python Pandas Scikit-learn Keras Hugging Face Transformers DistilBERT spaCy MLflow DagsHub FastAPI Streamlit Docker GitHub Actions Azure

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.

Python AWS S3 EMR Spark PySpark JupyterHub MobileNetV2 PCA