A comprehensive guide to building production-grade sentiment analysis systems that handle millions of user feedback texts daily, covering preprocessing pipelines, model selection, multilingual handling, and closed-loop feedback systems.
A production-focused guide to building autonomous customer service systems using Dialogflow CX combined with LLM-powered RAG pipelines, covering intent design, multi-turn conversation handling, fallback strategies, and measuring success through CSAT.
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
A production-focused guide to automating insurance claims processing with AI — document classification, computer vision for damage assessment, NLP for claims text, and measuring automation rates.
A comprehensive guide to building AI-powered customer service chatbots using Dialogflow, RAG architectures, intent design patterns, CSAT measurement frameworks, and intelligent human handoff strategies.
