About

The longer version.

I'm an AI researcher and engineer. I study how information spreads across networks, then I build systems that use what I find.

Research profile

I am an AI researcher and engineer working at the intersection of Computational Social Systems, Network Science, and Temporal Modeling. My work focuses on understanding how information and narratives propagate across complex systems using graph-based learning, scalable machine learning, and production-oriented AI systems.

My research places particular emphasis on collective structures, motifs, communities, and interaction patterns rather than isolated nodes. I study how these structures emerge, evolve, and shape the dynamics of information spread, influence, ranking, and coordination in networked environments.

Right now

What I'm actively doing

Research

Finishing my PhD

Dissertation focused on cross-platform narrative diffusion and collective behavior modeling. Building COSMOS, a large-scale pipeline for social media analysis across millions of posts.

Engineering

Production ML at scale

Working on early-stage ranking models for Product Ads at Meta — product quantization, target-aware attention, and recommendation quality at production scale.

Thinking

Writing it out

Exploring how information ecosystems work, why narratives spread the way they do, and what that means for AI systems built on top of them. Most of it ends up in my notes.

The formal stuff

Want the full timeline?

Education, every role, skills, and the rest of it — it's all on the CV.

View my CV