SoftwareLive system
QueueSense
Team MRT
An AI-assisted crowd-density reporting tool for student commuters across three Singapore train stations.
317 weekly users
42 logs
GitHub commits
DEMODemo Day portal
Trace the build, not the biography.
Demo Day is a wall of live systems. Every cohort project shows shipped state, user signal, weekly build logs, and the proof behind the claim.
How to read the portal
01
Shipped state: what is live, piloted, or usable right now.
02
User signal: who touched it and what changed after feedback.
03
Proof trail: commits, footage, logs, datasets, receipts, or metrics.
HardwarePilot live
HydroPatch
Ari & Dev
Low-cost moisture sensing patches for school gardens, tested with direct readings and maintenance logs.
9 test plots
38 logs
Photo/video proof
SoftwarePublic beta
StudyLoop
Kai
An AI-generated study loop that converts weak topics into peer challenges and weekly progress receipts.
61% week-2 retention
45 logs
Analytics + commits
CommunityPilot live
Canteen Loop
Project Five
A direct food-surplus loop connecting school canteens with nearby volunteer distributors and live pickup logs.
184 meals redirected
40 logs
Partner receipts
ResearchDataset live
Microplastics Map
Nadia Lab
Independent sampling and microscopy records turned into a searchable public dataset of local waterways.
72 samples logged
44 logs
Dataset + lab photos
SoftwareOps prototype
ClinicFlow
Three AM
A patient intake workflow that uses AI to summarize forms and flag missing information for small clinic admins.
11 admin calls
36 logs
Prototype + calls
Demo Day is not pitch theatre.
Visitors inspect working projects, raw build logs, user feedback, and verification artifacts before talking to builders. The demo comes first; the story comes after.