Notes
Technical writings on blockchain, DeFi, and quantitative research.
Shadow mode: a regime classifier that never trades
How I built a system that watches BTC 24/7, classifies market regimes every 60 seconds, and tells the rest of the bot what's happening without touching a single order.
8 min read
CalibrastemeBTCRegime detection
Predicting funding rates before the market moves
How I built an ML model to predict perpetual futures funding rates. The approach, the features, and what actually worked.
2 min read
DeFiMachine LearningTrading
How I score whale wallets on Polymarket
Not all big trades are smart money. Here's the 11-factor system I built to separate signal from noise.
2 min read
PolymarketOn-chainAnalytics