Praveen Yellamaraju
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Data Quality

2 Posts

Exploring data quality and related topics

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All AI AI/ML Agents Anthropic Architecture Automation Best Practices Blockchain Career Claude Data Quality Development Gemini Governance LLM API Leadership OpenAI Production Prompt Engineering Python RAG Security Structured Prompting Testing Versioning

AI and Data Quality: The $12.9 Million Problem and How Training Data Poisons Your AI

January 14, 2026 · 9 min read

AI doesn't create garbage; it recycles your mess at warp speed. How bad data poisons AI at the training and prompting stages, and what you can do about it.

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AI/MLData QualityProductionBest Practices

AI and Data Quality: RAG Systems, Context Engineering, and the Governance Layer

January 14, 2026 · 13 min read

How RAG systems and context engineering can poison your AI, plus the governance layer and action plan to fix data quality across your entire pipeline.

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AI/MLData QualityProductionRAGBest PracticesGovernance

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AIAI/MLAgentsAnthropicArchitectureAutomationBest PracticesBlockchainCareerClaudeData QualityDevelopmentGeminiGovernanceLLM APILeadershipOpenAIProductionPrompt EngineeringPythonRAGSecurityStructured PromptingTestingVersioning

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AI Advisor performing architecture and design responsibilities for intelligent, enterprise-scale solutions. Writing about agentic systems, prompt engineering, and the future of AI.

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