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Marco Rinaldi

Senior Computer Vision Engineer in Milan. Event cameras, model efficiency, and seeing the world differently. Background in edge AI and medical imaging. PhD dropout (no regrets).

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Six weeks of Bifrost in a factory QA pilot: real cost numbers
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Six weeks of Bifrost in a factory QA pilot: real cost numbers

#machinelearning #computervision #mlops #infrastructure
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4 min read
Distilling SAM 2 into a 6MB student for industrial inspection
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Distilling SAM 2 into a 6MB student for industrial inspection

#computervision #machinelearning #pytorch #mlops
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4 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice
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Capping VLM spend per CV researcher: hierarchical budgets in practice

#machinelearning #computervision #llm #mlops
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4 min read
Falling back from edge detection to a cloud VLM when confidence drops
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Falling back from edge detection to a cloud VLM when confidence drops

#computervision #mlops #llm
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4 min read
Auto-labelling 1.2M robotics frames with VLMs: a failover story
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Auto-labelling 1.2M robotics frames with VLMs: a failover story

#computervision #mlops #llm
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4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7
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Quantising event-camera networks to run under 1MB on a Cortex-M7

#machinelearning #computervision #mlops
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4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7
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Quantising event-camera networks to run under 1MB on a Cortex-M7

#machinelearning #computervision #mlops #pytorch
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4 min read
Routing Event-Camera Pipelines Through an LLM Gateway: A Field Report
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Routing Event-Camera Pipelines Through an LLM Gateway: A Field Report

#machinelearning #computervision #mlops #llm
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4 min read
Event cameras and edge inference: why the frame-based mindset is still holding us back
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Event cameras and edge inference: why the frame-based mindset is still holding us back

#ai #webdev #javascript #programming
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6 min read
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