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Samuel CyrusSC
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Samuel Cyrus

@samuelcyrus

Systems architect and Android OS engineer building AOSP forks and zero-cloud NPU pipelines for edge AI and wearables.

India
Message

At On-Device AI & AR Systems, I designed local NPU-aware inference pipelines that process continuous behavioral data without cloud dependency. I also authored hardware-software co-design specifications for wearable displays and sensors.

At Web & AI Integration, I architected and shipped four production-ready web applications integrating local and API-driven AI modules. I engineered state management for streaming tokens and low-latency feedback.

As an Independent Systems & OS Engineer, I customize and compile AOSP ROMs for ARM devices, tuning kernel parameters, memory governors, and HAL layers. I also maintain custom Android forks and diagnose driver- and framework-level defects.

Experience

Work history, roles, and key accomplishments

IN
Current

Independent Systems & OS Engineer

Independent

Jan 2018 - Present (8 years 9 months)

Customized and compiled AOSP ROMs for various ARM device families, tuning kernel parameters, memory governors, and HAL layers to exceed OEM performance baselines. Maintained custom Android forks with aggressive memory reaping policies and custom framework patches to eliminate frame drops under thermal pressure.

Education

Degrees, certifications, and relevant coursework

Samuel hasn't added their education

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Tech stack

Software and tools used professionally

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