ML Research Engineer

About the Company

Learn & Go, the company behind Kaligo, develops innovative digital pedagogical solutions to make learning more effective and motivating for all students. Kaligo is an educational application that helps children progress in writing, spelling, and grammar through fun exercises and personalized tracking.

Responsibilities

• Validate experimentally a knowledge transfer approach between writing curricula
• Analyze and prepare existing corpora (audit, alignment to canonical forms, extraction of deviation statistics)
• Design and implement transfer strategies including zero-shot, transfer learning, synthetic-first approaches, and meta-learning
• Develop reproducible experimentation pipelines with versioning, monitoring, and rigorous documentation
• Perform comparative evaluation of strategies against production baselines

Requirements

• Solid foundations in Python
• Mastery of ML frameworks such as PyTorch or equivalent
• Understanding of ML project stages including training and fine-tuning models
• Interest or experience in domain adaptation, meta-learning, or generative learning
• Proficiency with clean code, Git, reproducibility, and documentation
• Comfort with Linux environments and structured data
• Fluency in French and English (for scientific reading)

Preferred Qualifications

• Interest or experience in handwriting recognition or computer vision