ahzam profile
hey i'm ahzam, a researcher/engineerinterested in designing trading systems and cryptoeconomics.

currently working at drift protocol experimenting with hft/market making strategies, previously researched amm design and built data pipelines at asgard finance.

selected projects

trade execution analysis tool for drift protocol
rust cli tool for analyzing trade execution quality on drift protocol. Fetches price data and fill records to compute markout performance across time horizons with batch processing.
dissecting concentrated liquidity mechanics
Challenges "wider = safer" LP myth in CLMMs. Shows tighter ranges maintain value better while wider ranges expose LPs to more tail risk.
risk analytics for token pair
Analyzes JLP/USDC pool data with drawdown, returns, volatility clustering, and liquidation probability models under various leverage scenarios.
institutional analytics for everyone
Analytics terminal for tracking institutional holdings from SEC filings, visualizing returns, and surfacing fund insights with zero friction.
monte carlo failure simulation
Monte Carlo simulation quantifying failure probabilities of liquid hydrogen tanks using 100M+ samples and performance-tuned Rust code.

view all projects

contact

dm me on x/twitter if you're working on something interesting.