Projects

Some of my favorite product launches and experiments.

Model fit and residuals for an RNA tailing substrate, showing fitted first-order kinetic curves over measured time-course data.

Modeling RNA Decay Kinetics

Cross-functional ML and modeling work with the Ameres lab at Max Perutz Labs. Built the C++/TypeScript/Python pipeline that fit reaction-kinetic models to high-throughput RNA tailing data across 4,096 substrates, revealing how the enzyme Tailor encodes RNA decay competence.

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FLUID Water Meter - IoT water monitoring platform

FLUID Water Meter

Co-founded an IoT platform to detect water leaks in homes before they became expensive disasters. Built ultrasonic flow meter, telemetry infrastructure, app/web platforms, ML models and other fun stuff.

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Ambient Temperature Estimation

Ambient Temperature Estimation

Multi-sensor data fusion system for ambient temperature estimation. Combined physical/statistical modeling with edge inference to create a network of weather stations using cell phones. Open sourced the key tech.

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Find the code for these projects and more:

View my GitHub profile