LIVE WORKER INTEGRATED

Dealer Positioning,
Greeks & Regimes

An enterprise-grade option flow analytics engine. Automatically ingests Schwab option chains to map Delta/Gamma exposures (GEX/DEX), compute real-time Vanna & Charm surfaces, and classify market regimes using Bayesian filters.

Dealer Gamma Profile (GEX)
SPX: 5000.00

Core Engine Architecture

Powered by a high-frequency Python worker pipeline, robust mathematical calculators, and isolated DuckDB daily databases.

Dealer Exposure (GEX/DEX)

Computes absolute option positioning on calls/puts relative to open interest. Maps key dealer thresholds such as Zero-GEX, Call Wall, and Put Wall.

POLARS SCHWAB API

Advanced Greeks (Vanna & Charm)

Calculates sensitivity to volatility decay (Vanna) and time decay (Charm). Identifies rally or risk modes mapping market-maker short-covering flows.

BLACK-SCHOLES NUMPY

Bayesian Kalman Filtering

Applies mathematical filtering to clean index spot noise, detect hidden trend innovations, and classify active market regimes (Z / U / D / C / X).

KALMAN BAYESIAN

Force-Directed Graph

Real-time physics-based nodes mapping market pressure. Visualizes the pull and push forces exerted by VIX, GEX, and dealer liquidity clusters.

D3-FORCE SOCKET.IO

Mean Reversion & VWAP

Ingests NYSE TICK, RSI, and blends ES/SPY VWAP profiles to compute a consolidated Snapback score (0-100) indicating extreme overbought/oversold states.

VWAP BLEND NYSE TICK

AI Agent Integration (Llama)

Runs local DeepSeek/Llama models via Ollama to execute post-market audits, validate pattern rules, and supply case-based RAG predictions.

OLLAMA RAG MEMORY

Built on a Premium Tech Stack

🐍 Python 3.11
FastAPI
🦆 DuckDB
🐻 Polars
🔌 Socket.IO
🦙 Ollama / LLM
📈 Schwab API