Blog

Notes on data engineering, generative AI and trust & safety. Browse by topic or subscribe via RSS.

• Precision vs Recall in Content Moderation: The Trade-Off Every Integrity Team Faces
  20 Oct 2026 · 2 min read · Why no moderation system can catch everything without hurting innocent users, and how to choose where to set the line.
• What a Master's in Ireland Taught Me After Nine Years in Industry
  20 Oct 2026 · 2 min read · Going back to university as an experienced data professional: what was worth it, what surprised me, and advice for anyone considering it.
• From Surat to Dublin: 10 Years in Data, and Why I'm Just Getting Started
  15 Oct 2026 · 2 min read · A decade of data work across India and Ireland, what changed along the way, and where I'm heading next.
• Migrating On-Prem SQL Server to Azure SQL PaaS: How We Cut Infrastructure Costs by 25%
  15 Oct 2026 · 2 min read · Lessons from moving production SQL Server databases to Azure SQL PaaS without disrupting the people who depend on them.