Deep LearningFeatured
RL-MPQ Mixed-Precision Quantization
Large suite of RL-MPQ checkpoints across LLMs and VLMs — Llama, Mistral, Gemma, Qwen, LLaVA, and more — plus VLMEvalKit evaluation artifacts.
TransformersQuantizationLLMsVLMs
69140+
Farid El Boubkraoui
AI Engineer | Master’s in AI & Digital Computing | AI Systems & Optimisation Theory Enthusiast | AI Solutions & Full-Stack Integration
63+
HF Models
5
Datasets
5
Live Spaces
26
Public Repos
01 — About
Building AI systems that ship
FE
Agadir / Souss-Massa, Morocco
AI Engineer and Master’s student in Artificial Intelligence & Digital Computing at FST Beni Mellal. I build document AI pipelines, quantization research, and full-stack systems that connect models to real products — from OCR and layout detection to RAG chatbots and interactive demos.
I was always into math and computer science and I couldn’t leave one for another — but I was lucky to find out AI is the perfect mix between both, so here we are :)
- Master’s in Artificial Intelligence & Digital Computing at Faculté des Sciences et Techniques de Beni Mellal (Oct 2024 – July 2026).
- Bachelor’s in Computer Software Engineering from FST Errachidia (2021–2024).
- President of Code Crafters, the FST Beni Mellal CS/AI student club.
- Member of Great Debaters at FST Errachidia, Morocco (2022–2024).
Master’s — Artificial Intelligence & Digital Computing
Faculté des Sciences et Techniques de Beni Mellal
Oct 2024 – July 2026
Bachelor’s — Computer Software Engineering
FST Errachidia, Morocco
2021 – 2024
President — Code Crafters
FST Beni Mellal CS/AI student club · Jan 2024 – 2025
Member — Great Debaters
FST Errachidia, Morocco · 2022 – 2024
02 — Projects
Selected work
Filter by Deep Learning, Machine Learning, NLP, xAI, Tools, or Fun.
Deep LearningFeatured
KAN-TimeSeries (TimeKAN)
Frequency-decomposed Chebyshev KAN for long-term forecasting — RevIN, per-band M-KAN, cross-band attention; benchmarks vs PatchTST, iTransformer, and more.
PyTorchKANTime SeriesETTh1
Deep LearningFeatured
EmlNet
PyTorch custom EML activation with stabilized autograd; benchmarks vs ReLU MLPs on 19 2D classification scenarios.
PyTorchNumPyMatplotlibscikit-learn
Deep LearningFeatured
Invoice Layout Detection (YOLO)
YOLO detectors for invoice page layout regions with annotated bbox dataset and live Gradio demo.
UltralyticsYOLOv8YOLO11Gradio
825
SpaceSpace status unknown
Deep LearningFeatured
SLANeXt Wired Table Recognition
Finetuned SLANeXt wired table-structure model with 61K+ training samples and Gradio demo.
PaddleOCRSLANeXtTable StructureGradio
13K
SpaceSpace status unknown
NLPFeatured
Morocco BO Region Classification
LayoutLMv3 segment classification for Moroccan Official Bulletin PDFs with a live Gradio demo.
LayoutLMv3GradioDocument AI
81
SpaceSpace status unknown
NLPFeatured
Morocco BO OCR (Arabic + Latin)
PaddleOCR finetunes for Arabic and Latin/French line recognition on Bulletin Officiel documents, with live Gradio demo.
PaddleOCRArabicFrenchGradio
1
SpaceSpace status unknown
NLPFeatured
iFuzzy Invoice Data Extractor
FastAPI + RapidOCR (ONNX) pipeline: upload → OCR/layout/tables → fuzzy structuring → validation UI with bbox overlays.
FastAPIRapidOCRONNXAngular SSR
xAIFeatured
KAN-CNN
Interpretable image classification with Kolmogorov–Arnold Networks — Pure KAN and Conv-KAN vs MLP/CNN baselines, plus edge-function visualization and symbolic fits.
PyTorchKANChebyshevMNIST
xAIFeatured
NN Visualiser
Interactive neural network explorer — React + Express monorepo with Docker/GHCR and Vercel deploy.
ReactExpressZodDocker
ToolsFeatured
Leaf
Interactive geolocated marker manager with routing, filters, stats dashboard, and JSON import/export.
AngularFlaskMongoDBLeaflet
ToolsFeatured
Annotate Everything — Table
Browser tool for table-structure bbox annotation with JSON/ZIP export for training.
React 19ViteKonvashadcn/ui
ToolsPrivate repoFeatured
Annotate Everything — BBox
Bounding-box annotation tool for computer vision datasets.
ReactAnnotationVercel
DemoDemo status unknown
FunFeatured
FST 3D Simulation
Vue.js + Babylon.js campus walkthrough with Blender → GLTF models of FST Beni Mellal.
Vue.jsBabylon.jsBlenderGLTF
Deep Learning
Morocco BO Region Proposal
PP-DocLayout region proposal / layout detection for Official Bulletin documents.
PP-DocLayoutPaddleOCRGradio
SpaceSpace status unknown
Deep Learning
PFA — Lane Detection
Lane detection using Swin Transformers on the TuSimple dataset.
Swin TransformersPythonTensorBoard
Deep Learning
PFE — Malware Classification
CNN malware image classification on Malimg (bachelor end-of-studies project).
CNNMalimgPython
1
Machine Learning
Q-learning Agent
Pygame gridworld Q-learning demo with alpha/gamma/epsilon controls and Q-value overlay.
PythonPygameQ-learning
NLP
BookMind
RAG-powered companion for exploring literature with retrieval-augmented generation.
RAGNLP
NLP
Morocco BO Document AI Pipeline
End-to-end Official Bulletin pipeline combining region proposal, segment classification, and OCR.
LayoutLMv3PaddleOCRPP-DocLayoutGradio
811
SpaceSpace status unknown
ToolsPrivate repo
Annotate Everything — Cuboid
3D / cuboid annotation tool for spatial labeling workflows.
React3D AnnotationVercel
DemoDemo status unknown
ToolsPrivate repo
Read & Track
Reading tracker / library app deployed on Vercel.
TypeScriptVercel
DemoDemo status unknown
ToolsPrivate repo
Eat & Track
Food / nutrition tracking web app deployed on Vercel.
TypeScriptVercel
DemoDemo status unknown
Fun
2048
Angular 2048 with planned TensorFlow.js DQN + rule-based AI modules.
AngularTypeScriptTensorFlow.js
03 — Experience
Where I've applied AI
- Internship
Full-Stack AI Engineer Intern
DIGEX
- Optimized OCR invoice processing algorithms; reduced inference time by 66%.
- Built dynamic map-based visualizations with Angular, Leaflet, and AI components.
- Mapped extracted OCR fields to database schemas and automated invoicing workflows.
OCRAngularLeafletAIDatabases - Professional experience
Data Scientist
Legaliox.com
- Built an interactive RAG-based chatbot for complex legal queries.
- Designed and ran data ingestion pipelines for legal document corpora.
- Curated a multilingual dataset of 12,000+ Arabic and French Bulletin Officiel documents for indexing and retrieval.
RAGNLPData PipelinesArabicFrench - Jan 2024 – 2025FST Beni Mellal
President
Code Crafters
- Lead the CS/AI student club at FST Beni Mellal.
- Organize sessions such as Personal Development with AI and community events.
LeadershipCommunityAI Education - 2022 – 2024FST Errachidia, Morocco
Member
Great Debaters
- Member of Great Debaters at FST Errachidia.
Public SpeakingDebate
04 — Skills
Stack & domains
From Transformers and document AI to full-stack web — evidenced by public repos and Hub models.
Languages
PythonTypeScriptJavaScriptJavaSQLArabicFrenchEnglish
AI / ML
PyTorchTransformersUltralytics YOLOPaddleOCRLayoutLMv3RAGQuantization / RL-MPQGradioScikit-learnNumPy / Pandas
Document AI
OCR (Arabic + Latin)Layout DetectionTable Structure RecognitionInvoice ExtractionRegion ProposalSLANeXt
Web Frontend
ReactNext.jsAngularVue.jsTailwind CSSshadcn/uiLeafletKonvaChart.js / D3
Backend & Data
FastAPIFlaskExpressSpring BootMongoDBMySQLDocker
DevOps & Platforms
Docker ComposeKubernetes conceptsGit / GitHubHugging Face HubVercelGHCR
05 — Fav Reads
Books that stick
A few titles that shaped how I think about systems, ethics, code, and society.
- 01
Understanding Ethics
Torbjörn Tännsjö
- 02
Seeing Like a State
James C. Scott
- 03
La nature de la nature
Edgar Morin
- 04
Clean Code
Robert C. Martin
- 05
The Social Contract
Jean-Jacques Rousseau
- 06
Theory of Collective Behavior
Neil J. Smelser
06 — Contact
Let's build something
Looking for a 2026 Internship
elboubkraoui.farid@gmail.com
Location
Agadir / Souss-Massa, Morocco