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WaveSense

WaveSense is a city-level seasonal intelligence dashboard that helps Indian households understand recurring market cycles and plan their budgets smarter.

Core trick

Prompts Gemini with city and season context to name recurring price-cycle drivers per essential category instead of using raw price history.

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Description

WaveSense is a city-level seasonal intelligence dashboard that helps Indian households understand recurring market cycles and plan their budgets smarter. In India, prices of essentials fluctuate predictably due to harvest cycles, wedding seasons, climate transitions, academic calendars, and financial year-end patterns. Most families react to price changes emotionally or too late because they don’t see the underlying cycle. WaveSense uses Gemini to model these recurring regional patterns and identify active seasonal drivers for each city. It translates them into clear, structured insights across essential categories like vegetables, cooking oil, gold, AC servicing, and fuel. Instead of just saying “buy” or “wait,” WaveSense explains what’s happening now, why it happens this season, what usually happens next, and what families can practically do. Its goal is to shift households from reactive spending to cycle-aware planning.

The linked repo returns 404, so it was deleted or made private.

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