Sagar Thakkar

Strategic Technology Leader

Visionary Technology Leader with over 10 years of experience driving enterprise architecture, cloud-native transformation, and microservices design. Expert in delivering scalable, high-performance platforms.

Coding Layman exists because most technical writing assumes you already know the answer. Sagar writes here the way he explains systems to new engineers on his own teams: name the problem in ordinary words, build the intuition, then earn the jargon. Day job: architecting FinTech platforms and multi-agent AI systems that have to survive audits and 3am pages - these articles are the field notes from that work.

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calendar_today Jul 22, 2026 schedule 7 min read

The AI Loan Officer Exists. The Hard Part Is Everything Around It.

AI loan decisions are lifecycles, not responses: async intake, queued workers, human-review loops, and an audit trail regulators can trust - end to end.

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Sagar Thakkar

The AI Loan Officer Exists. The Hard Part Is Everything Around It.

The AI Loan Officer Exists. The Hard Part Is Everything Around It.

About Sagar Thakkar