SinkAlert is Bangkok’s multi-hazard ops shell: verified news incidents, open hazard feeds, optional GISTDA flood overlay, and LINE/web citizen reporting — without fabricated predictive risk scores or fake XGBoost F1 KPIs.
Frozen web model on 12 BMR labels. Catalog growth 54 / 49 unique (Round 11) — not promoted. operational_use=false · never auto-CAP. v1.89–v1.96 held.
Primary demo one-pager for GIS / remote-sensing reviewers — freeze facts, OOF metrics, data gaps, Contabo live endpoints.
Challenge #3 disaster-risk decision support — screening & ops only. No priced premiums or guaranteed loss cuts.
Road collapse can't be judged from the surface alone. Voids form silently under soft Bangkok clay — and today, inspection usually starts only after visible damage.
Underground cavities are hard to detect and early warning is limited. By the time cracks appear, failure may be imminent.
Agencies inspect after collapse, not before. With thousands of km of road, they need to know where to look first.
Emergency repairs shut roads and utilities, hurting businesses and communities — at many times the cost of prevention.
SinkAlert fuses open hazard feeds, a verified news incident catalog, citizen reports (VPS), and MHEWS SOPs. Phase B RF is a frozen research screen — not an operational predictive risk score and not auto-CAP. OIC / GISTDA materials stay decision-support only.
Dated incidents with source links (Jul 2024–Jul 2026). Not a fused predictive model. Open the dashboard for the full map and timeline.
| Incident | Date | Severity | Province | Source |
|---|
Leadership across technology, commercial strategy and geospatial science — with partner-led field validation.
18 years in IT & data · product, AI, GIS, cloud.
10 years in business SaaS · strategy, GTM, government partnerships.
Geospatial data scientist · remote sensing & risk modelling.
Verified news pins, open hazard feeds, optional GISTDA flood, citizen reports, OIC screening brief, and research RF — no fabricated corridor scores.