Open-Books: Local RAG System for Technical PDFs
Local RAG System for Technical PDFs utilizing Docling, Sentence-Transformers, and ChromaDB.
Solo Developer
PythonChromaDBOllamaDoclingsentence-transformersTextualFastAPIRedis
/ Mouaad El Yalaoui
Passionate AI Engineering student at INPT, specializing in Machine Learning, Deep Learning, and Computer Vision. I transform innovative ideas into intelligent systems and predictive modeling solutions.
/ Featured Projects
[View All]Music Recommender System via Audio Signal Processing
Recommender system analyzing 1.2M tracks via dual feature extraction and cosine similarity.
Solo Developer
Pythonlibrosascikit-learnXGBoostFastAPIStreamlitDocker
Transformer for Empathetic Dialogue (From-Scratch Implementation)
Custom PyTorch encoder-decoder Transformer from scratch trained on EmpatheticDialogues.
Solo Developer
PyTorchTransformersHuggingFacepandasNumPyArchitecture Design
Speech-to-Text Deep Learning Model
End-to-end automatic speech recognition using CTC loss and CNN-RNN hybrid architecture.
Solo Developer
PythonPyTorchDeep LearningCNNRNN
/ Latest Writing
[View All]March 29, 2026
Learning Golang the Fun Way: Building a 2D Action Game from Scratch
Why reading Go documentation isn't enough, and how writing a 2D pixel art game using raylib-go taught me more about structs, pointers, and state management than any web tutorial.
GolangGame DevelopmentRaylibLessons
[Read More]December 20, 2025
Architecting a TUI: How Open-Book Taught Me Design Patterns
When scripts become unmanageable, you need architecture. Here is how building Open-Book — a terminal-based RAG system — became my ultimate playground for mastering design patterns, CLIs, and TUIs.
PythonDesign PatternsTUICLIRAG
[Read More]