MORPHIQLABS

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Ferro Suite

Notes from the Ferro engines — feed normalization, the matching core, options analytics, and the wavelet signal layer. Mostly systems work: latency, memory layout, and the numerical methods underneath.

5 posts

Ferro Suite1 min read

Wavelet Feature Extraction for Time-Series ML Pipelines

Time-series ML fails quietly when the feature layer ignores scale. A price series, volatility series, or sensor stream may look like one signal, but its behavior is usually a mixture of fast noise, medium-horizon stru…

MorphIQ Labs · Ferro Suite#wavelets#feature-extraction#machine-learning#ferro-wave
Ferro Suite2 min read

What a Rust Options Pricing Engine Has to Prove

A Rust options pricing engine usually gets judged by surface area first: how many models, how many Greeks, how fast the implied-volatility solver runs. That is necessary, but it is not enough. The harder question is w…

MorphIQ Labs · Ferro Suite#rust#options-pricing#formal-verification#ferro-risk
Ferro Suite1 min read

Rust Market Data Normalization Starts at the Boundary

Market-data infrastructure becomes fragile when every downstream component learns a different venue dialect. One feed calls it a trade condition, another calls it a flag. One stream uses exchange timestamps, another c…

MorphIQ Labs · Ferro Suite#market-data#rust#normalization#ferro-feed
Ferro Suite1 min read

Price-Time Priority Matching in Rust

Price-time priority sounds simple until the implementation has to survive real state transitions. Orders arrive, cancel, partially fill, cross multiple price levels, and interact with timestamps, client identifiers, a…

MorphIQ Labs · Ferro Suite#matching-engine#rust#price-time-priority#ferro-match
Ferro Suite5 min read

SVI and the No-Arbitrage Volatility Surface

An implied-volatility surface is a deceptively small object: a function from log-moneyness and maturity to a single number. The trouble is that not every such function corresponds to a market. A surface that prices a …

MorphIQ Labs Research Notes#volatility#options#arbitrage#calibration