Category
Valuation & Risk Analytics, Digital Assets
Tech Stack
Python · NumPy · pandas · SciPy · statsmodels · Node.js (WebSocket ingestion) · SQLite / Parquet time series · GitHub Actions · Dashboard (exploreIQ paradigm)
Industry
Digital Asset Treasuries, Capital Markets

HYPE Crypto Treasury

A single-asset treasury valuation and risk engine, built to assess digital-asset treasury vehicles — with an initial focus on the Hyperliquid (HYPE) ecosystem. It is the sister product to exploreIQ and follows the same dashboard paradigm: heterogeneous data in, one decision-ready view out.

Data comes from three directions: the Hyperliquid node and API for on-chain fundamentals (volume, fees, assistance-fund flows, burns, staking — unusually transparent thanks to a fully on-chain order book), market and analytics providers, and SEC filings of listed comparables for NAV, share count and staking income. A real-time WebSocket feed carries prices and order-book depth; a daily batch job handles on-chain aggregates and filings.

The model core comprises four independent modules — a fundamentals and buyback engine deriving repurchase pressure and net supply change; a liquidity and execution module measuring slippage and accumulation capacity across venues; a risk module with GARCH/EWMA volatility, drawdown, VaR/ES and a reflexivity factor for platform leverage; and an mNAV module assessing premium or discount and crypto-per-share under different issuance strategies.
A scenario and Monte Carlo layer integrates all four and stress-tests them against market-share loss, regulatory blocks, a buyback halt and liquidity shortfalls, producing outcome distributions rather than point estimates.

No investment advice. Analytical tooling for internal valuation and risk assessment. Digital assets carry substantial risk of loss.

Client
In-house development, Seaside Capital Markets
Service
Data Ingestion, Quantitative Modelling, Risk & Volatility Analysis, Monte Carlo Simulation, Dashboard
Status
In development
Project Link
Coming soon

System Architecture

Architecture of the single-asset treasury valuation and risk engine: data sources, ingestion, persistence, model core and serving

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