I build intelligent systems that reason and act.

Founding Engineer at Scam AI. Nine papers on deepfake and document forensics. Computing Science and Economics at the University of Alberta.

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Founding Engineer, Scam AI

Built core detection pipelines for Eva V1.6, Scam AI's multi-modal deepfake and forgery engine.

Halo with Qualcomm
Eva V1.6

Research

9 papers on synthetic-media forensics

Education

BSc Computing Science, Minor in Economics University of Alberta June 2026

Latest from the Buna Print

Hello | ሰላም Mar 6, 2026

Based in Edmonton

Open to research collaborations and interesting problems.

Selected work

All projects

Three things I'm proud of.

Prime Radiant

2026

A Seldon-inspired macro-stability engine. Temporal GNNs over GDELT and ACLED event streams score Elite Overproduction, State Health, and Popular Well-being to forecast regional instability.

Temporal GNN
GDELT
ACLED
Next.js

Coeus AI

2025

AI-powered educational assistant with adaptive learning and real-time tutoring.

Next.js
React
TypeScript
Gemini API

Poseidon Wildfire

2024

AWS-powered wildfire detection system, second place at the AWS Generative AI Hackathon.

AWS Lambda
AWS S3
AWS Bedrock
Python

From the Buna Print

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Notes on machine learning, research, and everything else.

Personal

Hello | ሰላም

An introduction — who I am, why I built this space, and what this blog is going to be.

Mar 6, 2026

Say hello.

Open to interesting research collaborations and any other opportunities.