TORONTO - CONTRACT

Job Description

We’re seeking a graduate student or postdoc in machine learning who’s eager to gain hands‑on experience at a cutting‑edge healthtech startup. You’ll collaborate closely with leading professors, experienced scientists and developers, and successful entrepreneurs. An immediate start is preferred, with full‑time availability through the summer. Part‑time or flexible arrangements are also welcome.

Responsibility

Design, build, and debug new neural network architectures from scratch

Adapt and optimize existing deep learning models for challenging data cases

Diagnose and interpret model limitations using performance metrics

Work with regression and classification models, including waveform/time‑series signals and imbalanced datasets

Implement strategies for individual frame‑to‑patient data aggregation

Contribute to end‑to‑end ML pipelines, including training and evaluation
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