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Dara Afraz
Senior Product Manager

Portfolio

Case studies

Long-form write-ups of product work—industrial operations, AI in mission-critical environments, and related platforms.

Current · 2023 — present

Industrial AI at BeyondAI

Alerting, an operator console, and an operations copilot for mission-critical industrial workflows.

Alerting, from zero to one — figure

BeyondAI · Operations · Alerts

Alerting, from zero to one

BeyondAI — there was no alerting for cases outside the operating plan. Took it from zero to one and into production at an industrial plant: reusable rules, a two-state response model, Sensor Health la…

Case study

Real-Time Operations UI for Autonomous Racing — figure

Caltech · BeyondAI · Real-Time Systems

Real-Time Operations UI for Autonomous Racing

Caltech and BeyondAI, 2023–2024. Real-time operations interface for autonomous racing: telemetry a race engineer can trust under latency and high cognitive load.

Case study

Operations copilot, tied to the reasoner — figure

BeyondAI · Industrial AI · Copilot

Operations copilot, tied to the reasoner

BeyondAI — product direction for an operations copilot on Operations Advisor, so operator questions stay tied to the constraint-management reasoner and the plant’s own documents, not a generic model. …

Case study