PhD Candidate | Machine Learning Engineer

Studying how narratives, networks, and intelligent systems shape digital behavior.

I build research and production systems across Computational Social Science, Graph Mining, Natural Language Processing, Agentic AI, and Applied AI.

Narrative Diffusion Graph Mining Applied AI Systems
Portrait of Ridwan Amure

Current focus

Cross-platform narrative diffusion and collective behavior modeling

COSMOS Research Center, University of Arkansas at Little Rock

What I'm chasing

Questions I can't let go of

  • How do narratives jump platforms and mutate along the way?
  • Why do collective structures matter more than individual accounts?
  • Can graph models catch coordinated behavior before it scales?
  • How do you turn rigorous modeling into something people actually ship?

What this site is

My little corner of the internet

Research, tools, talks, and notes — everything I'm working on, thinking about, or want to remember. No polish required.

Selected Work

Stuff I've been working on

Tools

Things I built — use them if they're useful

Writing

Things I keep thinking about