Amir H. Jalali
AI Strategy Consultant
What I Do
Turning AI ambition into working systems.
With over 18 years in data engineering and AI strategy, my work spans the shift from traditional analytics to generative AI: designing LLM solutions, building data infrastructure, and developing the roadmaps that connect them to real outcomes.
AI Strategy
Pragmatic roadmaps for generative AI adoption, from opportunity assessment through enterprise-wide rollout.
LLM Solutions & Integration
Large language model systems: RAG pipelines, agent architectures, and custom fine-tuning for domain-specific applications.
Data Engineering & Architecture
Data infrastructure that powers intelligent systems. Data warehousing, real-time pipelines, and analytics platforms at scale.
Product & Technical Leadership
The space between technical capability and business value. Turning AI research into shipped products with measurable impact.
Latest Thoughts
Writing on AI, engineering, and building.
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
EIGHT DAYS
Six frontier models in eight days. The Chinese open-weight gap collapsed to hours. Coding is now the only battlefield that matters.