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JEP Jean-Elie Pierre, Ph.D.AI/ML Systems Engineer | Engineering Automation, Autonomy & Embedded Intelligence
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Technical notes

Writing

Notes on AI/ML, embedded inference, real-time systems, agentic automation, autonomy, and engineering practice.

2026.09.06

Design the Model for the Processor, Not the Benchmark

Why ML and agentic deployment systems should treat latency, memory movement, operator support, and measurement as first-class objectives.

BUILDING AT THE EDGE OF AUTONOMY + COMPUTE

Interested in systems where autonomy has to survive contact with hardware?

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