Liam Ma

Liam Ma

Engineering @Western

some things i've worked on

  • > prev at a edtech startup VitaVita
  • > helped make a multimodel to predict video virality for Western AI
  • > building LLM from first principles

Projects

Signalsept '26

A multi-agent financial research tool that answers questions over RBC's data via MCP, citing exact sources and tracing logic. Won at Hack The North 26

Turns any topic into an explainer short with animated characters, voiceover, and captions.

Video Virality Predictor

Multimodal model that predicts the virality of a video. Presented at CUCAI 26

Care Bridge

A full-stack healthcare platform that transforms unstructured patient conversations into clinical timelines to streamline rural care coordination. Won at Spark Hacks 2026.