Projects
Some of my favorite product launches and experiments.
vrnft
ExperimentPublished Project: 2021–2022
- Solidity
- NFT
- Chainlink VRF
- pseudorandomness
NFT reveals in 2021 let founders see the rarity map before mint. vrnft assigns rarity only at reveal, from a verifiable random seed and an on-chain shuffle, with an interactive simulator comparing the two.
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mevcube
ExperimentPublished Project: 2022
- Solidity
- MEV
- pseudorandomness
- mechanism design
- three.js
One shared Rubik's cube whose state lived on-chain. Solvers paid a fee for leaderboard clout; the fees funded a bounty for bots to re-scramble it. An experiment in aligning incentive mechanisms with game mechanics, and in pseudorandom scrambling on-chain.
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Modeling RNA Decay Kinetics
ResearchPublished Project: from 2022
- kinetic modeling
- computational biology
- C++
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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Ambient Temperature Estimation
ProjectPublished
- embedded
- physical modeling
- C++
- open source
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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FLUID Water Meter
ProjectPublished Updated Project: 2015–2018
- IoT
- hardware
- signal processing
- machine learning
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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