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Field notes.
Write-ups of what I built, what broke and what I'd do differently.
Looking for the peer-reviewed versions? 4 papers, 2 in IEEE.See the press passes
LATEST12MAY 2025AISQLLLMsNext.jsHow I Built TalkToData: Natural Language to SQL in Under 200msThe prompt engineering, error recovery, and multi-dialect challenges behind building a production-quality NL-to-SQL tool.Read the post7 MIN READPOST20AUG 2024AIComputer VisionResearchHealthcareExplainable AI for Cataract Detection: What GradCAM Taught UsHow we achieved 97% accuracy on cataract detection and why explainability mattered more than the accuracy number.Read the post8 MIN READ