Mission-Critical Systems & Algorithmic Trading
Algorithmic Trading Risk Engine & Interactive Brokers DB Persistence
Comprehensive audit, risk check validation, and SQLite transactional database integration for an automated trading bot.
Timeline: October 2023 – November 2023
Delivery: Production-Ready
✕ The Business & Technical Challenge
Trading software risked executing unauthorized buy/sell orders due to loose exception handling and out-of-sync trade logs.
⚙ The Engineered Architecture & Solution
Implemented strict transactional integrity for SQLite, validated open position math, and established automated health telemetry for IBKR connections.
✓ Measured Business Outcome & Impact
Secured trade persistence, eliminated orphaned orders, and ensured 100% auditability for every algorithmic execution.
Verified Client Endorsement
“Exceptional Talent, Outstanding Performance! Mr. Miracle is a highly skilled professional whose dedication and customer-focused approach make him an invaluable asset.”
Core Technology Stack
PythonInteractive Brokers APISQLiteAlgorithmic TradingFinancial Engineering
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