AI Lodge yearbook
AY26/27 Semester 1
- Projects
- 24
- Hack Day tracks
- 5
- Lodges
- 7
Projects
Track
Lodge
Safety by Design
4 projectsAgentsSafety by Design winnerAgent Payment FirewallA safety layer between an AI agent and its wallet that checks every payment against rules in code and an LLM intent check before anything is signed.AgentssAIfeAn agentic safety framework in which an independent verifier checks every claim in an AI answer for hallucinations, then corrects, hedges or flags it for the user.LLM appsAnchorA study assistant that answers only from a student’s own course files, quotes and links its sources, and says plainly when the materials don’t cover a question.LLM appsHiddenInkA resume security tool that detects hidden prompt injections aimed at AI screeners and gives recruiters a clean, human-visible version to review.
Solving a Business Problem
3 projectsAgentsSolving a Business Problem winnerTrustKakiAn AI care-coordination system for Singapore’s Active Ageing Centres that turns everyday senior conversations into evidence-backed cases for human follow-up by care staff.AgentsEquityLens AIAn investment research workspace that combines Python-calculated financials and valuations with AI research agents, keeping assumptions and evidence visible.AgentsOriginA prototype that helps private bankers estimate prospects' equity, run compliant research and draft a first outreach email, with a human reviewing every step.
Open Category
5 projectsComputer visionOpen Category winnerCatdexA neighbourhood cat-collecting game that uses computer vision to detect, classify and recognise individual cats from photos, turning each new cat into an AI-written trading card.Classic MLgroovyeverywhereA hidden-gem song recommender that uses pretrained audio models to find songs that sound most similar to yours, with filters for mood, rhythm and instruments.AgentsScamSenseA browser game where players question AI-voiced scam rings in real time, learning to spot organised scams by asking the right questions before real scammers find them.Image generationMeme-itAn AI meme and sticker generator that turns your own photos into captioned memes and downloadable sticker packs.AgentsLeashA proxy that gives every AI agent a budget it can't overspend and a tamper-evident record it can't fake, without ever handing the agent the real API key.
Productivity & Workflows
4 projectsComputer visionProductivity & Workflows winnerManeStageAn AI presentation and interview coach that scores both delivery and content against a customisable rubric, tracking posture and gaze privately in the browser.AgentsFormlyAn AI form-filling assistant that remembers users’ details and completes forms for them, including longer questions drawn from their resume and LinkedIn profile.LLM appsLearning CompanionAn AI learning app that lets students grow a topic tree around their interests and turn each topic into a source-backed visual lesson with an understanding check.LLM appsSyllabuddyAn AI study planner that reads your syllabi, verifies every deadline against the source text and builds one week-by-week plan that flags crunch weeks.
Projects for Daily Life
8 projectsAgentsProjects for Daily Life winnerSquirrelAn AI-powered perk tracker that finds vouchers, card credits and memberships in your inbox and reminds you before they expire.AgentsFitineraryA trip planner that chooses your hotel and day-by-day itinerary together, comparing hotels by true cost, with AI for language and code for every number.LLM appsSG WardrobeAn AI personal stylist for Singapore that plans outfits around live weather and checks how online clothes will fit your measurements before you buy.LLM appsDishcoveryA dish finder for people managing high blood pressure, diabetes or kidney disease that checks food near SMU against their personal nutrient limits.Image generationMemeMeAn AI sticker maker that turns a photo of you, a friend or your pet into a captioned die-cut meme sticker, with safety checks built in from the start.LLM appsTouchGrassA friendly group challenge to spend less time on social media, with AI screen-time checks, offline activity ideas and a personal diary.Computer visionHandfulA free ASL learning app with short lessons, practice games and an in-browser camera check that gives feedback on your fingerspelling.LLM appsReceiptsAn AI group-chat reader that sorts every plan into confirmed, unconfirmed, disputed or cancelled, citing the exact messages behind each decision and splitting bills in code.
Lodges
Each lodge page opens on the AI Lodge site.
CJB LodgeWhere friends figure out AI together — before AI starts making decisions for them.3 projects
Vampire LodgeDrain the docs. Vibe the code. Deploy the beast.4 projects
CuriosityMaxxer LodgeBuild with the end in mind — deployment-focused from day one.1 project
Paiseh LodgeEquipping you with tools to build anything you can imagine.7 projects
WSS LodgeReal-world AI for real-world problems.5 projects
HackStreet BoysLearn AI by building — you'll be the fire. 🔥4 projects
LLM LodgeBuild real projects while you learn how LLMs actually work.Build at the next Hack Day
AI Lodge teaches applied AI in small lodges. Each team builds a project over the semester and presents it at Hack Day.