Q-Bet
A quantitative calculation engine designed to capture inefficient market spreads across sports betting markets through automated odds synchronization and risk-managed execution.
Quantitative Developer & Pipeline Architect · Private Repository
01. Introduction
Core Objectives
Q-Bet is a quantitative calculation engine engineered to capture spreads in inefficient markets. Manual calculations are slow and mathematically error-prone. Q-Bet automates odds synchronization, applies quantitative models, and enforces strict capital protection constraints.
02. Tech Stack
Engine & Tools
03. Background
Why This Exists
Market odds and arbitrage opportunities fluctuate in seconds. Manual stake calculations lead to execution delays and financial errors. Q-Bet treats market odds as strictly typed domain schemas, calculates optimal stake allocations, and enforces risk boundaries automatically.
Typed Domain Schemas & Speed Optimization
Every market offer, bookmaker spread, and liquidity window is parsed into Pydantic domain schemas before mathematical evaluation occurs.
Capital Allocation & Simulation Engine
Strict capital lockup limits and ROI thresholds prevent over-exposure. A dry-run simulation engine validates strategies against market history before dispatching live signals.
Engine Architecture
From Odds Synchronization to Risk Control
Live bookmaker odds are collected, normalized, passed to the math engine, and evaluated against strict exposure caps.
Odds Collector Ingestion
Automated collectors sync live market feeds
Pydantic Domain Validation
Strict validation of odds & liquidity limits
EV & Dutch Math Engine
Calculates optimal stake distributions & ROI
Supabase Capital Gateway
Enforces lockup limits & approves execution
Roadmap & Direction
Entwicklungsstufen & Systemfortschritt
Entwicklungsstufe 1: Math Engine
Core Pydantic domain models, arbitrage math engine & comprehensive calculation unit tests.
Entwicklungsstufe 2: Pipeline Automation
Matched betting, free-bet optimization algorithms & automated odds collector pipelines.
Entwicklungsstufe 3: Live Telemetry
Cloud web dashboard with live telemetry, automated portfolio tracking & risk execution controls.