SiteSense
Rules first land feasibility assessment system
1st Place HackASU 2026 · Economic Empowerment and Education Track
A rules first feasibility assessment system integrating fifteen government GIS data sources (USGS, FEMA, USDA, EPA, NOAA) with six specialized analysis modules that cross check nineteen compound risk interactions grounded in IBC 2021, ASCE 7-22, ACI 360R-10, and ACI 350-20. The architecture applies deterministic engineering rules before engaging any AI assisted cross domain synthesis, preventing model generated outputs from overriding verified calculations. Users draw a parcel boundary on a satellite basemap and the system returns a structured risk assessment with per layer confidence classification.
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CarbonLens
Embodied carbon transit design assistant
1st Place Innovation Hacks 2.0 · Amazon Sustainability Track
A corridor level tool for comparing embodied and construction phase carbon across transit infrastructure alternatives. Users draw corridor segments on a map and select structural section types (conventional RC, fiber reinforced concrete, or supplementary cementitious material rich mix). The tool returns side by side comparison across seven metrics, including embodied carbon, construction phase traffic emissions, cost, duration, and community disruption. The construction phase model, built around corridor AADT and delay duration estimates, showed that 84 percent of the carbon benefit of FRC over conventional RC derives from faster construction rather than material composition alone. Data integration draws on live ADOT traffic, US Census, LEHD job counts, and TIGERweb road geometry.
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NOVO Primekss Digital Twin
Web viewer for industrial floor FRC slab response
Industry collaboration with Primekss (Latvia) · Mobasher Group, ASU
A two bay test panel from a Primekss PrimX steel fiber reinforced concrete industrial floor system. The slab was instrumented with distributed fiber optic sensors during construction. Three static load tests were performed at the east, center, and west of the panel using IBC water tanks to apply a 10 kN/m² uniformly distributed load on the slab surface. The interactive web viewer ties analytical moment curvature predictions to in situ instrumentation, supporting parameter studies for slab on ground design and forming the analytical basis of an in progress paper for the 2026 fib symposium in Budapest.
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ช่างเก๋า Chang Kao
Secure local AI mentor for highway engineering
In Progress Department of Highway (DOH) Hackathon, Thailand
A local only AI knowledge system for Thai highway construction supervisors, built in collaboration with the Thai Department of Highways. The system runs on commodity 16 GB RAM laptops with no GPU or cloud dependency, keeping confidential project documents on premises. Three architecture layers structure the design. A fully local 12B parameter model (Typhoon API, SCB 10X Thai first LLM) handles natural language queries. A two tier data security layer separates public DOH regulations from confidential project specific documents. A citation enforcement layer requires every response to identify the source document, clause, and page number, failing silently when citations cannot be confirmed. The system targets four function tracks used by Thai site engineers, including GFMIS payment readiness, procurement alignment, preinspection preparation, and audit trail generation.
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