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Engineering
2026-02-18·6 min
What Building Real AI Systems Taught Me (That Courses Don't)
From models to production: lessons from shipping AI used by real users.
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Thoughts on building AI systems, research, and engineering.
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AI Systems
From RAG to Agentic AI: What Actually Changed?
Lessons from building real multi-agent AI systems and why the paradigm shift matters.
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Research
Why LoRA & QLoRA Work So Well for Legal Summarization
Practical insights from fine-tuning LLMs for long-form legal documents at scale.
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