07 / Journal

Thoughts from buildingreal AI systems.

Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.

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Articles published: 21
Topics covered

01 / Latest

Fresh from the desk.

AI AgentsNovember 1, 202610 min read

AI and GaaS for Law Firms: Intake, Documents and Follow-ups

Design law firm automation with agentic AI as a service, connecting client intake, CRM records, scheduling, document review and follow-ups through clear controls.

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02 / All articles

Everything I’vewritten down.

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2 articles of 38

Data AnalyticsNovember 1, 202611 min read

Bioinformatics Data Engineering: Genomics to Analytics

Build bioinformatics data pipelines with sample identity, reproducible genomics processing, governed analytics and careful ML evaluation from ingestion to release.

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Data AnalyticsOctober 31, 20269 min read

Analytics Engineering: A Metrics Layer and Dashboards Teams Trust

Create a metrics layer that preserves business meaning across dashboards. Resolve grain, joins, time windows and ownership before teams compare incompatible numbers.

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