Manuj Gupta

Thoughts, experiments and practical engineering

I write about engineering leadership, resilient systems, AI-assisted prototyping and the practical decisions behind getting complex work shipped.

I also build small tools and experiments to test ideas rather than leave them as slides. This site is a working record of those thoughts, projects and experiments, along with the advisory work I can bring to engineering teams navigating growth, delivery friction or change.

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Bengaluru Traffic-Risk Calendar POC
AnalysisAI

Bengaluru Traffic-Risk Calendar POC

An experiment using public historical traffic patterns, holidays, long weekends, weather and area-specific peak timings to estimate when Bengaluru roads may be easier or …

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