Insights
Practical writing on AI pipelines, business intelligence, LLMs, and process automation — drawn from real project experience.
LLMs for Business Analysts: What's Actually Useful in 2025
After integrating LLMs into real analysis workflows — at work, in research, and teaching 40+ student teams — here’s an honest …
Read article →Using RAG for Persian-Language Document Analysis
How I applied Retrieval-Augmented Generation to extract structured ESG data from 150+ Persian-language financial PDFs — and what I learned …
Read article → LLMsBuilding a RAG Pipeline for Persian Financial Documents
How I built an end-to-end AI pipeline to extract structured ESG and BI data from 150+ unstructured Persian-language financial reports — the …
Read article →BI Dashboards That Actually Change Decisions
Most BI dashboards get built and then ignored. Here’s how I approach dashboard design so they become tools leadership actually uses — not …
Read article → Business IntelligenceWhy BI Dashboards Fail Without Process Thinking
Most BI failures aren’t data quality problems or technical problems — they’re process problems. Here’s how mapping …
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