AI Engineering

Foundations of AI, machine learning workloads, computer vision, NLP, document intelligence, knowledge mining, generative AI and agentic AI patterns for production systems.

Articles

3 articles in AI Engineering

Foundational 6 min

AI Foundations: From Machine Learning to Agentic AI

A modern, opinionated entry point into AI workloads — machine learning, computer vision, NLP, document intelligence, knowledge mining, generative AI, and agentic AI.

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Intermediate 4 min

Agentic AI in Lending: Orchestration Beats the Model

Agentic AI is already in lending — every credit decisioning workflow is a stitched-together agent system. The hard problem is not the model; it is the orchestration that turns each step into an auditable, accountable action.

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Advanced 6 min

A Production Architecture for Agentic Lending

Stop trying to build one omniscient agent. Decompose the loan lifecycle into 5 specialized, governed agents — each with a clear job, clear boundaries, and clear escalation paths.

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