14 May 2026
Why Edge AI is the right architecture for Indian city surveillance
Bandwidth, power and privacy realities make cloud-only video analytics impractical at city scale. Here is how edge-first design changes the economics.
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Engineering notes
What we learn deploying AI in Indian field conditions — written for practitioners, not for hype.
2 April 2026
Adaptive traffic signals: what actually works at Indian junctions
Mixed traffic, lane indiscipline and power cuts break textbook adaptive-signal designs. Field lessons from junction pilots.
Read →20 February 2026
AI skilling only scales in regional languages
English-first AI courses exclude the majority of learners. What we learned building parallel Marathi, Hindi and English curricula.
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