Experteer Overview
Si los siguientes requisitos del puesto y la experiencia coinciden con sus habilidades, por favor, asegúrese de enviar su solicitud sin demora.
In this role you will own and advance models that read handwritten student input on digital boards, enabling real-time understanding and feedback in the classroom. You will shape architecture, input representations, and training methods to handle variable numbers of handwritten objects. You’ll work with a small team close to product decision-makers to ensure robust, deployable solutions that perform in school environments. Your work directly influences how students learn math with AI-assisted handwriting interpretation, delivering measurable classroom impact.
Compensaciones / Incentivos
• Own the models: architecture, input representation, instance proposal/assignment, training, and iterative improvement at scale
• Design and implement changes to address hard cases and ensure trustworthy results
• Maintain a fair experimental framework: predefined success criteria, clear trade-offs, and rigorous reporting
• Deliver production-ready models: fast on standard school hardware, with reliable deployment and rollback mechanisms
• Collaborate with datasets/evaluation owner to target impactful improvements
• Translate research findings into deployable improvements that survive real-world student data
• Document experiments and ensure reproducibility, including failed attempts
Responsabilidades
• Real depth in multiple-instance detection or xqbhyrx instance segmentation
• Experience with non-rasterized input (strokes, polylines, trajectories, etc.)
• Attention-based architectures over sets and graphs; understanding spatial/relational encoding
• Serious experience training deep models in PyTorch (not just using APIs)
• Experimental discipline for fair comparisons and noise control
• Ability to take models into production: export, latency, determinism, rollback
Requisitos principales
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📌 Senior Computer Vision Engineer (San Cugat del Vallés)
🏢 Innovamat
📍 San Cugat del Vallés
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