Work Review with

Sometimes the fastest way to grow is to get thoughtful feedback on the work you are already doing. This MentorCruise session is designed to help you review a real piece of work with someone experienced in your field, whether that is a project, presentation, product decision, design, strategy, document, or deliverable. It is a chance to get a more expert perspective on what is working, what is not, and how to improve it.

You’ll work with an experienced mentor to break down your work, understand where it is strong, and identify the biggest opportunities to level it up. Together, you can discuss execution, clarity, quality, decision-making, and how the work might be perceived by teammates, managers, clients, or stakeholders. The goal is to leave with sharper feedback, better instincts, and practical next steps you can apply right away.

I’ve reviewed code, research papers, ML pipelines, and technical writing across academia and industry, as a PhD researcher at UBC, a Google intern, a startup CTO, and an educator who has taught 40+ students since 2020. I can review Python and ML code for quality and best practices, AI/ML project architecture, research writing and thesis sections, technical documentation, and startup pitch decks or technical proposals. I give structured, honest feedback not just “looks good.”