Shoug Alomran

Systems Engineer

Department Computer Science & Software Engineering

Affiliation Open Source Auditing Collective

Biography

Shoug is a systems engineer focused on auditing production recommendation and risk-scoring architectures for hidden feedback loops and proxy discrimination. He builds the tooling the team uses to trace how small upstream biases compound into large downstream disparities at scale.

Project Contributions

Recommender Audit Pipeline

Built the instrumentation used to trace feedback loops in the recommender systems case study.

Accuracy/Fairness Tooling

Implemented the Pareto frontier visualization used in the Data Explorer dashboard.

Selected Publications

2024 • Systems & Society Workshop

Tracing Feedback Loops in Production Recommenders

2023 • Open Audit Conference