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Browse and filter Lab projects by category, tag, status, or search. Active, completed, and idea-stage projects.

ActiveBuildIntermediate

RAG Tutor for the AI Piscine

RAG-based teaching assistant to answer students’ questions during the AI Piscine, with citations and gap tracking.

RAGNLPLLMsDeveloper toolsEducation
ActiveBuildAdvanced

Multimodal Plagiarism Detection (code + text)

Similarity and rewriting detector for submissions (code, README, reports) with explanations and calibrated thresholds.

NLPDeveloper toolsAPI
ActiveBuildIntermediate

MLOps Starter Kit (reproducible deployment)

MLOps project template with training, tracking, registry, CI/CD, and deployment, tailored for student teams.

MLOpsDevOpsAPI
ActiveResearchIntermediate

LLM Benchmark for Lecture Summaries (FR/EN)

Internal benchmark to evaluate LLMs on lecture summarization, objective extraction, and quiz generation.

LLMsNLPEducation
ActiveCompeteBeginner

CV Pipeline for Semi-Automatic Annotation

Tools to speed up image annotation (pre-labeling + review) with COCO exports and quality tracking.

CVAutomationDeveloper tools
IdeaApplyBeginner

42AI Publications Semantic Search Index

Index publications, posters, and internal reports to enable semantic search with filters.

RAGNLPData engineering
IdeaResearchAdvanced

Federated Learning on Campus Data (prototype)

Federated learning prototype with basic secure aggregation and monitoring on a synthetic campus-inspired use case.

Federated learningMLOpsDistributed systems
IdeaResearchIntermediate

GPU Scheduling Simulation (student cluster)

Scheduling simulator to understand GPU allocation and compare simple policies on a 42-like cluster model.

SimulationDistributed systemsDevOps
IdeaApplyBeginner

French OCR Dataset for Administrative Documents (anonymized)

Build a small anonymized French OCR dataset and a baseline for recognition and document structuring.

CVData engineeringEducation