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research lab

ResearchNotebook

Not a publication list, just a working notebook of what I'm studying, why it matters, and the threads I'm pulling on.

Biomedical Engineering

The core discipline: how engineering thinking maps onto biology, the body, and clinical reality.

Signals & systems in physiology
Design for the human body

Bioinformatics

Turning genomic and biological data into something interpretable, with an emphasis on traceable, deterministic methods.

Genomic pipelines
Explainable health insights

Medical Devices

How devices are designed, validated, and made safe, and where AI can responsibly assist instead of obscure.

Safety & validation
Human factors

Sensors & Embedded Systems

Capturing real-world signals cleanly: the analog edge, microcontrollers, and the path from sensor to insight.

Signal capture & noise
Edge compute

Human-Computer Interaction

How people actually interact with systems, gesture, voice, ambient interfaces, and accessibility.

Gesture & voice input
Ambient / projected UI

AI for Personal & Biomedical Systems

Where local AI agents can genuinely support people and clinical workflows, without pretending to be a doctor.

Local agents
Assistive workflows
open threads

Questions I'm Exploring

The questions driving the reading. None of these have clean answers yet, and that's why they're interesting.

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How can local AI systems support biomedical workflows?

Privacy, latency, and trust all push toward running models locally, so what does that unlock for clinical and lab work?

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What would a personal biomedical assistant look like?

Not a chatbot, an assistant that understands your sensors, your context, and where its own limits are.

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How can computer vision make environments more accessible?

If a room can see and understand intent, it can respond to people who can't reach a switch or a screen.

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How can sensors and embedded systems improve human-centered design?

Better signals mean better feedback loops, and a chance to design around real bodies, not assumptions.