
A study note answering common NLP questions about ABSA, tokenisation, Naive Bayes, vector semantics, logistic regression, RAG, fine-tuning, hallucinations, and ethics.

Service Improvement Analyst | NEC Australia | AI & Data Analytics | Service Now Implementer | ITIL 4 Certified | Power BI Certified | Salesforce Certified | Multi-Award Winner (GovHack, RIMPA, CDU Code Fair x5, NT Digital Excellence)
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A deep technical case study on Anna, my personal AI chatbot for Max Hoang Journal, including the motivation, UX, RAG pipeline, markdown brain, memory layers, admin workflow, safety rules, and lessons learned.

A study note answering common NLP questions about ABSA, tokenisation, Naive Bayes, vector semantics, logistic regression, RAG, fine-tuning, hallucinations, and ethics.