Property of
Prerit
Physics & ECE @ Cal. Interested in quantum computing, prediction markets, information, and trying new things (read: doing dumb stuff).
if found, please return — experiments in progress ↓
keep scrolling — the board is below ↓The research board
A living wall of what's been built and what's currently rattling around. Red string means two things are secretly the same problem.
What I've built
What I'm thinking about
exp. 07 — sensitive dependence · click to perturb
built
2-qubit NMR quantum computer
A benchtop spectrometer running real gate sequences on nuclear spins — built from scratch.
built
Neural quantum states
Carleo–Troyer RBM wavefunction + Metropolis VMC for the transverse-field Ising model.
built
Beyond Physics
A physics learning platform that grew to 10,000+ users.
built
Almgren–Chriss execution model
Optimal trade scheduling under market impact — implemented and stress-tested.
built
Molecular generation pipeline
SMILES → neural nets → candidate molecules. RDKit descriptors, QSAR models, SHAP.
built
CROWN Robotics
Competition robotics: mechanisms, control, and far too many late nights.
thinking
Deep RL
thinking
MEMS
thinking
AI interpretability
thinking
PINNs
thinking
Tracking how cows eat
thinking
Sofa on Veo scooters
thinking
Prediction-market analyser & trader
thinking
Plasma gun
thinking
BioNumbers
thinking
Particle life simulator
thinking
Reductionism vs. emergentism
thinking
How do I make cheap, high-quality MRIs?
thinking
AI morning concierge
thinking
Qiskit
thinking
Efficient market hypothesis
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Latest lab notes
2026-06-20
Neural quantum states for the transverse-field Ising model
Implementing Carleo & Troyer from scratch: an RBM wavefunction, Metropolis sampling, and stochastic reconfiguration — with S₂ entropy as a training diagnostic.
2026-06-08
Lead–lag structure between prediction markets and equities
Treating Kalshi and Polymarket as an information source: cross-correlation methodology, pitfalls, and first results framed as a quant research problem.