AI mediaCapstoneDeployed
SignalsFrame
A multimodal platform combining media processing, transcription, machine intelligence and a professional editing interface.
Software Engineer . International
Software engineering for complex, real-world products.
Mohammad builds production-facing interfaces for AI workflows, media systems, real-time data, and operational software—where system behavior matters as much as the screen.
01 · Selected work
One project, examined properly.
SignalsFrame is a browser-based AI video editor. The case study documents product scope, Mohammad's contribution, the cloud boundary, multimodal inference, and the failure states behind the interface.
02 · Engineering range
Evidence over adjectives.
01
Product systems
Dense React interfaces, editor workflows, responsive behavior, and reusable component architecture.
02
Asynchronous UX
Explicit progress, completion, retry, and failure states for long-running AI operations.
03
Data interfaces
Route maps, shipment timelines, analytics, WebSocket updates, and defensive handling of incomplete data.
04
Technical communication
Architecture diagrams, system boundaries, engineering trade-offs, and documented ownership.
03 · Industry experience
Mariana Express Lines
Software Engineering Intern / Frontend Engineering
6-week summer training
Contributed to the frontend of a web-based shipment tracking dashboard intended to improve shipment visibility across maritime operations.
ReactWebSocketsGoogle MapsREST APIsChart.jsResilient UI
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