Amir H. Jalali

AI Strategy Consultant

What I Do

Helping organizations turn AI ambition into working systems.

With over 18 years in data engineering and AI strategy, I help teams navigate the shift from traditional analytics to generative AI — designing LLM solutions, building data infrastructure, and developing implementation roadmaps that deliver measurable results.

AI Strategy & Consulting

Guiding organizations through generative AI adoption with pragmatic roadmaps, from opportunity assessment to enterprise-wide AI transformation.

LLM Solutions & Integration

Designing and implementing large language model solutions — RAG pipelines, agent architectures, and custom fine-tuning for domain-specific applications.

Data Engineering & Architecture

Building robust data infrastructure that powers intelligent systems. Data warehousing, real-time pipelines, and analytics platforms at scale.

Product & Technical Leadership

Bridging the gap between technical capability and business value. Turning AI research into shipped products with measurable impact.

Latest Thoughts

Writing on AI, engineering, and building.

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May 16, 2026 · 4 min read

THE SKILL LAYER

I deleted an AI feature from my site and replaced it with a markdown skill. The model is migrating from inside products to inside agents.

May 16, 2026 · 7 min read

THE RITUAL IS THE ARCHITECTURE

Between a single prompt and a fully autonomous agent there is a third shape. A daily ritual with ten tasks, a durable file-based archive, a human checkpoint once a day. After one hundred and twenty-two days, the structure that holds the practice together is not the model; it is the discipline.

Apr 28, 2026 · 6 min read