BOB RaceData Engine: Complete F1 Data Engineering

This solution demonstrates IBM Bob's mastery in orchestrating complex data engineering workflows. The F1 Racing Data Pipeline showcases a 5-stage medallion architecture (Bronze→Silver→Gold) with rigorous validation gates, seamlessly integrated with IBM Watsonx.ai for intelligent predictions. Raw Formula 1 telemetry (1,160 records/race) flows through automated ingestion, 8-point quality validation, Polars-powered transformation (53K records/sec), AI-driven predictions (90%+ confidence), and interactive dashboard delivery—all orchestrated as a unified, production-ready system in 11.56 seconds. Bob's 5 modes (Plan, Code, Advanced, Orchestrator, Ask) coordinate 3,500+ lines of code across data processing and AI inference, with intelligent fallback mechanisms ensuring 100% uptime. This isn't just components working together— it's data and AI converging into actionable intelligence through architectural orchestration, comprehensive validation, graceful degradation, and professional DevOps, demonstrating Bob's ability to transform complex, multi-stage workflows into production- grade systems that reliably deliver predictions at scale.