Zia

Researcher

About Me
  • Interdisciplinary researcher at the intersection of machine learning, organisational behaviour, and venture strategy.
  • Board experience across four not-for-profits, cultivating an obsession with technology-informed governance.
  • Career grounded in finance, technology, and healthcare—helping teams operationalise AI with a systems view.
吴卓
Research Areas
  • Evaluating how dataset design and annotation assumptions shape language and multimodal system behaviour.
  • Reimagining tie annotations with richer protocols and meta-models that surface uncertainty and nuance.
  • Building transparent evaluation loops for visual-language models to reveal biases and recurring failure modes.

Connect

Feel free to contact me at z6baig@uwaterloo.ca.