Showing 15 project pathways.
Aviation operations Working idea
AeroBrief Explain airport, airline and aviation-weather information in plain language.
Beginner
Build a rule-based guide to aviation terms, airport services and common passenger questions.
Builder
Add reviewed airport information, time-aware weather context and visible source citations.
Advanced
Evaluate retrieval across operational notices and create role-specific views for passengers and staff.
Not for flight planning, dispatch, air-traffic control or operational safety decisions.
Possible source owners
Airport authority ECCAA ICAO learning material Meteorological service
APIs · time context · citations · safe handoff
Pilot learning Working idea
FlightPath Trainer Turn approved ground-school material into practice questions and explain-back prompts.
Beginner
Create a Python quiz for terminology, weather symbols or checklist order.
Builder
Add spaced practice, mistake explanations and progress stored without sensitive records.
Advanced
Compare retrieval methods over approved manuals and evaluate every answer against a marked set.
Training only; never live cockpit guidance or a substitute for an instructor or approved manual.
Possible source owners
Approved training manual ICAO Aircraft operating handbook
functions · testing · retrieval · evaluation
Marine biology Working idea
ReefWatch Help students record and explore reef, seagrass or coastal observations.
Beginner
Validate a species-observation form and summarise counts from a small CSV file.
Builder
Add maps, image-linked records, trend charts and a guide to the observation method.
Advanced
Flag unusual patterns for expert review and compare observations with environmental data.
Do not claim a definitive species identification or scientific conclusion without expert review.
Possible source owners
Fisheries Division MPA records research datasets field protocols
data validation · pandas · mapping · uncertainty
Marine planning Working idea
Blue Economy Explorer Connect public information about fisheries, tourism, ports and coastal ecosystems.
Beginner
Build a searchable glossary and source directory for blue-economy terms.
Builder
Create a dashboard that compares public indicators with clear dates and units.
Advanced
Model scenarios while keeping assumptions separate from observed facts.
Not a permit, navigation or investment decision system.
Possible source owners
Government statistics OECS FAO port and fisheries reports
data modelling · visualisation · provenance · scenario design
Pharmacy Working idea
MedGuide Make approved public medicine information easier to find and understand.
Beginner
Build a glossary for dosage forms, storage labels and common pharmacy terms.
Builder
Search approved leaflets and show the exact source, date and pharmacist handoff.
Advanced
Evaluate retrieval for confusing medicine names and add strict sensitive-question routing.
Never diagnose, prescribe, recommend a dose, check interactions for a person or replace a pharmacist.
Possible source owners
Approved patient leaflet Ministry of Health WHO licensed pharmacist review
authority · retrieval · plain language · high-stakes safety
Healthcare equipment design Working idea
CareDrawer Design a safer equipment drawer or trolley inventory experience for staff training.
Beginner
Model drawer sections and equipment records, then check required-item lists.
Builder
Prototype scan-in/scan-out, expiry reminders, restock states and an accessible interface.
Advanced
Test offline recovery, audit events and role-approved inventory changes with a simulated dataset.
Inventory and training only; not patient monitoring, clinical advice or an unapproved medical device.
Possible source owners
Approved equipment list manufacturer instructions facility procedure
product design · inventory · state · auditability
UX and service design Working idea
AccessLab Redesign a public-service journey so more people can complete it independently.
Beginner
Map the current steps and create a plain-language, keyboard-friendly prototype.
Builder
Test mobile, low-bandwidth, screen-reader and error states with real scenarios.
Advanced
Create a reusable design system and measure task completion without collecting unnecessary data.
Do not treat a polished interface as proof that the underlying policy or service is correct.
Possible source owners
Service owner W3C public form user testing
accessibility · research · prototyping · measurement
Engineering Working idea
BuildSafe Guide inspection, maintenance or workshop learning through checked procedures.
Beginner
Create a checklist tool that validates required fields and records a simulated inspection.
Builder
Add photos, severity labels, maintenance history and a supervisor review state.
Advanced
Analyse recurring defects and prioritise work with transparent, editable rules.
Never certify structural, electrical or mechanical safety; a qualified engineer signs off.
Possible source owners
Approved inspection form maintenance manual engineering standard
forms · rules · data history · human approval
Weather and disaster resilience Working idea
ReadyGrenada Explain official hazards, preparedness actions and alert terminology.
Beginner
Build a preparedness checklist and glossary from approved public guidance.
Builder
Add time-stamped official alert feeds, parish context and low-bandwidth fallback states.
Advanced
Evaluate message clarity, multilingual delivery and provider-outage recovery.
Never invent an alert, predict an official impact or replace emergency authorities.
Possible source owners
Meteorological service NaDMA CDEMA official CAP alerts
real-time data · time sensitivity · resilience · public safety
Agriculture Working idea
AgriTrack Help a grower organise crop, rainfall, input and harvest records.
Beginner
Validate a farm log and summarise weekly activity from a CSV file.
Builder
Add weather context, inventory reminders and simple yield charts.
Advanced
Compare seasons and flag records that need agronomist review.
Do not prescribe pesticides, diagnose disease from an image or promise yield.
Possible source owners
Farm records Ministry of Agriculture weather observations FAO
automation · time series · dashboards · uncertainty
Education and marking Working idea
MarkMate Help students understand a rubric and help teachers organise feedback.
Beginner
Turn a rubric into a checklist and generate practice examples for each criterion.
Builder
Draft feedback linked to evidence in the work, with a teacher approval step.
Advanced
Audit consistency across anonymised samples and surface disagreement for human review.
Never issue a final grade, rank students publicly or infer ability from personal characteristics.
Possible source owners
Teacher-approved rubric curriculum outcomes anonymised sample work
structured criteria · feedback · evaluation · fairness
Design, heritage and tourism Working idea
CultureCanvas Create an accessible guide to Grenadian places, stories, art or events.
Beginner
Build a reviewed collection with categories, images, credits and search.
Builder
Add maps, opening-time context, accessible media and a low-bandwidth view.
Advanced
Support community review, versioned stories and multilingual interpretation.
Respect ownership, attribution, cultural sensitivity and consent; do not fabricate history.
Possible source owners
National museum community interviews tourism authority archives
content modelling · design · mapping · attribution
Marketing and communication Working idea
MarketBridge Help a small organisation plan honest, consistent public communication.
Beginner
Create a content calendar and validate that each item has an audience, claim and source.
Builder
Draft channel variations, record approvals and compare engagement without personal profiling.
Advanced
Run controlled message experiments and report uncertainty instead of chasing vanity metrics.
No deceptive claims, fake reviews, hidden targeting or collection of unnecessary personal data.
Possible source owners
Approved product facts brand guide campaign results customer research
content systems · analytics · experimentation · ethics
Business operations Working idea
IslandLedger Turn repetitive stock, order or expense records into a clear workflow.
Beginner
Read a CSV, validate each record and calculate transparent totals.
Builder
Add inventory states, low-stock reminders, charts and an exportable report.
Advanced
Introduce a database, roles, audit history and background imports only when needed.
Not audited accounts, tax advice, credit scoring or automatic high-value purchasing.
Possible source owners
Business records approved price list accountant-reviewed categories
files · SQL · dashboards · operations
Government and public services Working idea
CivicPath Explain how to complete a public process using reviewed official information.
Beginner
Build a step-by-step guide with required documents and official contacts.
Builder
Add route classification, source dates, accessible checklists and handoff states.
Advanced
Evaluate retrieval across policies and design authenticated status tools separately.
Do not determine eligibility, give legal advice or expose a person’s application record.
Possible source owners
Official service page law or policy agency form service owner
service design · authority · citations · privacy