AWAhmad W Khaninblog.ahmadwkhan.com·16h ago · 31 min readRAG Is the Easy Part: Designing AI Systems Around Messy Enterprise DataRAG Is the Easy Part: From Messy Enterprise Data to Production-Grade AI Systems Why connectors, ingestion, retrieval, permissions, provenance, evaluation, observability and backend architecture matter32ML
AWAhmad W Khaninblog.ahmadwkhan.com·Apr 10 · 41 min readThe Meat ProblemThere's a question that most people feel but almost nobody says out loud. Not because it's complicated. Because saying it threatens everything built on top of not saying it. The question is simple. Wh00
AWAhmad W Khaninblog.ahmadwkhan.com·Dec 1, 2025 · 7 min readWhere Does the Indian Adult Really Stand (Financially)?Public discourse around personal finance in India increasingly relies on lifestyle narratives, absolute numbers, and loosely imported benchmarks. Concepts such as middle class, financial security, high income, or wealthy are often used without refere...00
AWAhmad W Khaninblog.ahmadwkhan.com·Oct 21, 2025 · 6 min readIndia’s Work & Earning Landscape (2025): Guide to Jobs, Gigs, MSMEs & Professional PracticesBy Ahmad W Khan (interactive at https://ahmadwkhan.com/india-work-landscape) Summary (TL;DR): India’s labour market is vast, diversified, and uneven. Government roles remain tenure‑rich but hard to enter; healthcare and licensed professional practice...00
AWAhmad W Khaninblog.ahmadwkhan.com·Sep 20, 2025 · 31 min readBuild a Real-World Symfony App from First Principles to ProductionAudience: Intermediate PHP devs (comfortable with OOP, Composer, basic MVC) who are new/rusty with SymfonyOS Assumptions: macOS/Linux primary; Windows notes included (PowerShell + WSL2)Target PHP & Symfony: PHP 8.2+ and Symfony 7.3.x (current stable ...00
