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HeatGuard scores every Singapore planning area on heat risk by joining live heat readings, elderly population and distance to cooling centres, so planners know where to act first.
Predicting dengue risk 2–4 weeks ahead so communities can act before outbreaks escalate.
Detect and flag outbreaks 2-4 weeks before they cluster
Too hot to handle
Kampung Planner uses Singapore open data on Databricks to help social workers and volunteer coordinators rank seniors' isolation risk by area, match volunteers and choose AAC activity sites.
DengueRadar gives a group-chat admin a ready-to-post, two-week dengue warning for their planning area: what's rising, why, and what to do.
Knowing which seniors need us most, before it's too late.
An eldercare crisis is growing, more than 1 in 4 citizens will be 65+ by 2035. SilverPulse provides data-driven recommendations for planners to make decisions now to meet current and future demands.
I've had dengue three times, and the third time nearly killed me. DengueSUX tells Singapore where to look for mosquitoes this week: which areas, which blocks, and what to tell residents.
KopilamAI helps planners decide where Singapore's 5 new hawker centres go and when to close old ones for upgrades hence no estate loses affordable food. Back-tested on real openings.
Hawker centres feed communities and are an essential element of Singapore's food culture. KopilamAI helps to visualize where access is thin, who a closure hurts, and where food waste can be recycled.
Isolated seniors don't ask for help. SilverWatch scores every Singapore planning area's eldercare access gap, projects 2030 scenarios, and recommends where new facilities would help most.
Where heat risk meets human care.
Turns NEA's live heat-stress readings into a ranked list of the HDB blocks where seniors are most at risk, so outreach teams can check on them hours before the peak.
Isolation. Immobility. Inaccessibility. Just the tip of the iceberg. Matcha Latte(r) shows outreach teams where the rest is hiding.
Some hawker centres are a convenience. Others are a lifeline. When one closes, a gap opens. We show planners who falls into it, where and how many, before it happens.
A Databricks-powered planner to map hawker access gaps, simulate closures, compare temporary meal points and explore food-waste scenarios.
A data-driven planning tool that identifies recycling infrastructure gaps and simulates where new collection points could improve accessibility.
DengueRadar: Predict local dengue risk two weeks ahead, so community teams know where prevention matters most.
Turning open data into smarter bin placement and less contamination for Singapore.
Every square foot, fairly priced.
Singapore's first bird-collision risk map. Every light-pollution map is blind to the wavelength that kills birds, so we went out and measured it ourselves.
Originally created as a simple side project during a hackathon to test APIs, it grew into one of the most widely used API development and testing platforms in the world.
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