A living archive of the AI & Entrepreneurship products our Fellows have built - apps, agents and tools, designed and shipped by Grade 5–12 students.
MoneyMentor is an interactive personal finance app that helps people build practical financial skills through hands-on learning. It brings together an AI Finance Coach, budgeting tools, an investment simulator, portfolio and watchlist tracking, financial lessons, analytics, and gamification in one platform. It was built to make financial education feel more accessible, engaging, and relevant to young people, turning concepts that can feel complicated into something interactive and practical.
OpportunityFindr is a website that helps people find opportunities in the fields they're interested in, whether that's an internship, a scholarship, a competition, or something else worth pursuing. Instead of searching across scattered sources, users can look in one place for opportunities that actually match what they care about. It's built for students and young people trying to figure out their next step and looking for a more direct way to find it.
Sport Smart AI is a mobile-first web app that acts as a personal AI sports coach, helping athletes train smarter through personalized workout plans, AI coaching, film study, drill libraries, and voice-guided workouts. It makes elite-level coaching accessible to everyday athletes by adapting recommendations to each athlete's sport, position, goals, equipment, training location, and recovery status, supporting basketball, soccer, volleyball, American football, baseball, and tennis. Features include AI-powered coaching, automatically generated weekly training plans, editable workouts with exercise tracking, AI film study with video analysis and interactive quizzes, a curated drill library, voice coaching, readiness and recovery tracking, and gamification through XP and badges. The live app is branded Athos and sits behind a sign-in screen, consistent with its account-based, personalized coaching model.
Kindling is a friendly AI cooking companion for anyone who wants to cook more confidently at home - whether they're staring at a nearly empty fridge, craving something cozy, or just tired of deciding what's for dinner. Users can upload a photo of their ingredients for recipe ideas built around what they already have, type a craving or mood into AI Suggest for a custom recipe, or browse a curated library of dishes. Every recipe is written in plain language with clear steps, realistic ingredient amounts, and a difficulty tag. Once a dish is chosen, users can add missing ingredients to their shopping list, save recipes for later, and follow step-by-step Cook Mode with an AI tutor ready to answer questions like "what does fold mean?" or "is this done yet?" With support for multiple languages and optional voice features, Kindling makes cooking feel less like a chore and more like something anyone can actually do. The live library spans 100+ recipes across categories like Quick, Vegetarian, and Baking, each tagged with prep time, servings, and difficulty.
PricePulse gives users the information they need to decide whether a purchase they're considering is actually a good deal. It pulls data from real stores and builds price-time graphs that visually show a tracked product's price history, so users can tell whether a sale is the best that product has ever had or just the same discount that's been running for years. The app is easy to navigate, with header tabs directing traffic to each major page, and a dedicated page showcasing each tracked product's current sale with the option to expand for more detail on a specific item. The live proof-of-concept tracks 26 real Steam games with one price snapshot recorded per day, and a deal grade unlocks for a title once it has 14 days of price history - graded only against its own recorded past, never invented numbers.
This student built Lingo Pop, a language learning app supporting over 70 languages. The app uses gamified features including Word Match, Flashcards, Quizzes, and daily streaks to keep learners engaged and returning consistently. The focus is on making language learning accessible and enjoyable rather than rigid or academic. The breadth of language support makes Lingo Pop relevant to learners from a wide range of backgrounds and goals, and the gamified structure reflects clear thinking about what makes people actually stick with a learning habit.
This student built Pilot Checklist, a digital checklist web application designed to enhance aviation safety by providing pilots with an intuitive, reliable tool to manage standard operating procedures in the cockpit. The application organizes critical tasks into three distinct phases - Pre-Flight, In-Flight, and Post-Flight - while offering real-time progress tracking and a mission data panel to log flight specifics. By digitizing these essential safety steps into a highly readable interface, the app aims to reduce human error, prevent missed steps, and ensure maximum focus during all stages of flight. Tailored for both student pilots and experienced aviators, the project demonstrates clear thinking about safety-critical workflows and real-world utility in a high-stakes environment.
This student built Fit Track, a digital health and wellness application designed to help users lead healthier lifestyles through an all-in-one, organised platform. The app simplifies fitness management by allowing users to create a personalised profile based on their body metrics and fitness goals, which is then used to track weight progress over time via dynamic charts. It features an AI-powered meal planner that calculates macronutrients and generates full-day dietary options, alongside an exercise planner tailored to different intensity levels and training styles. Complete with an interactive AI Coach to answer immediate nutrition or fitness questions, Fit Track serves as a comprehensive virtual trainer and health assistant within a single, user-friendly interface.
This student built PLAN4, an AI-powered wellness and productivity app that brings health tracking, scheduling, and daily planning into one dashboard. The app opens with personalized onboarding collecting name, age, location, and primary wellness goal, and offers three selectable AI engines - Supernova, PLANai, and Loadr - depending on the task. A daily mood and energy tracker generates micro-task recommendations based on the user's input, and a gamification system tracks streaks, task completion, and milestone badges. A health symptom feature powered by an assistant called Hearty suggests possible causes and lifestyle adjustments alongside a health disclaimer. A built-in shop surfaces prices for wellness items or medications referenced in health logs. An interactive mushroom character provides context-aware dialogue throughout the experience, including a Dark Mode variation. Bringing scheduling, health, mood tracking, and motivation tools into a single app reflects clear product vision and strong execution.
This student built Remi Flow on Lovable, a productivity app that consolidates reminders, timers, and alarms into a single unified tool. The idea is to remove the friction of switching between multiple apps for different time management needs, with an AI layer intended to make the experience more responsive. The name Remi Flow communicates the product's purpose clearly, and the problem it addresses - students juggling schoolwork, activities, and personal commitments - is a genuine and relatable one.
This student built Gourmet Go, a web app where users can browse recipes and instantly order the ingredients for them - combining recipe discovery and grocery fulfilment in a single, seamless flow. The concept is practical and well-scoped: it removes the friction between finding a meal you want to cook and actually getting the ingredients to make it. Notably, Gourmet Go was selected for Base44's official community showcase, a meaningful recognition that the project met a standard others found worth highlighting. The fact that other builders on the platform have used Gourmet Go as a foundation for their own projects is a genuine indicator of the quality and usefulness of what the student built. This is a strong, real-world product concept executed to a level that goes well beyond a school brief.
This student the student built Kova, a science-based health companion app combining personalized nutrition plans, structured workout routines, and progress tracking in one place. The app is designed as a smarter alternative to generic diet apps or random fitness content, using AI to bring nutrition, exercise, and habit-building together for a more holistic approach to health management. Tackling the complexity of health technology as a school student shows real ambition, and the concept of a single, intelligent companion for multiple wellness needs reflects considered product thinking.
This student built Friendly AI on the Lovable platform, a simplified AI assistant designed specifically for two audiences: children and older adults. The app features a minimalist home screen showing the date, time, and local weather automatically, voice input so users can speak rather than type, and speech-to-text with adjustable playback speed for comfortable listening. Users sign up with their age so the AI can tailor its responses accordingly. Practical features include a reminders panel for appointments and medication schedules, a cookbook categorised by Breakfast, Lunch, Dinner, Snacks, and Desserts, and a planned Emergency Contact portal. Identifying that mainstream AI tools are often poorly suited to both children and elderly users, and building a focused, accessible alternative around that insight, shows strong social awareness and clear product thinking.
This student built Serving Spoon on Lovable, a family recipe website curating wholesome, homemade recipes scaled for families of different sizes. The site is positioned around the "mom-approved" concept - practical, trustworthy recipes that parents can rely on for everyday meals. The name is warm and memorable, and the family-size scalability addresses a genuine practical need: taking the guesswork out of adjusting portions for different households. This student shows clear instinct for branding and for understanding what a specific audience - busy parents - actually needs from a recipe resource.
This student built Athlo, a platform connecting young athletes with coaches and sponsors. Athletes create profiles listing their sport, age, location, achievements, and experience, and upload highlights to get discovered. Coaches can search and filter to find the right talent. A social feed lets athletes post tournament results, training clips, and milestones to build visibility, and a built-in messaging system enables direct communication between athletes, coaches, and sponsors. An AI coach provides personalised training schedules and activity plans based on the athlete's sport and level. Separate pricing plans exist for athletes, coaches, and sponsors. This student built Athlo from personal experience - spending three years searching across the internet to find golf tournaments and academies - giving the problem a genuine, firsthand foundation.
This student built Math Buddy on Lovable, a maths learning app designed for young children aged approximately 4 to 8. The app combines interactive exercises, an AI chat helper, and voice tutoring, giving young learners multiple ways to engage with and get support on math concepts at their own pace. The warm, child-friendly name communicates the app's purpose clearly to both children and parents. Addressing the early development of maths anxiety - and building a more responsive, conversational learning experience as an alternative to static worksheets - shows thoughtful understanding of the target audience and a real gap in child-friendly educational tools.
This student built SportSpot Dubai, a sports discovery app targeted at teens aged 12 to 18 in Dubai. The app features an interactive map with colour-coded markers showing nearby games and facilities, and a filterable activity list that lets users narrow results by sport, age group, gender, and distance. Users can save favourite activities, view organiser contact details, get directions via Google Maps, and share activities with friends through WhatsApp, Twitter, Facebook, or a copied link. The interface supports both dark and light themes. The project addresses a genuine everyday problem - teens in Dubai having no organised way to find and join local sports activities - and the feature set reflects clear thinking about what a user actually needs to go from discovery to participation. The combination of map, filters, sharing, and directions makes this a practically useful tool, not just a concept.
This student built Pathview Health after seeing how much unnecessary stress medical uncertainty causes people. The app combines detailed health information with a user's own health history - something existing apps largely ignore - to give the most accurate possible read on what someone might be facing. It covers health history, a personal health profile, finding care, and predictions.
This student built Spark, an app that helps students who struggle with procrastination actually start a task - without leaning on productivity dashboards and to-do lists, which often become another form of avoidance. Her key takeaway: AI genuinely helps, as long as it is used in the right way.
This student built Spend Sense, a financial wellness platform that helps people understand their spending behaviour. Where most apps only track expenses, Spend Sense adds behavioural analysis, straightforward budgeting features and a clean interface so users make better decisions. Her takeaways: financial management should be simple and accessible, understanding behaviour matters as much as tracking, a trustworthy design increases confidence, and technology can help people build healthier financial habits.
This student built NavAhead, an AI-powered navigation app that predicts the likelihood of a crash at a specific place and time using historical data, then reroutes the driver away from it. It connects to the vehicle through an OBD-II adapter to read engine temperature, fuel and tyre pressure, and factors in driver-reported fatigue to sharpen the estimate. When risk climbs, the app warns the driver. His first attempt failed outright; he learned to write better prompts, rebuilt it, and kept going - the project taught him not to give up at the first failure.
This student built Zephyrus, an outdoor navigation platform aimed at overtourism, misinformation and planning fatigue. It delivers real-time crowd density metrics, automated permit booking, human-verified trail conditions and AR-guided safety tools so adventurers get clean access to the outdoors. His takeaways: vibe coding depends on granular detail, you need enough coding skill to review and debug what the AI writes, and functionality and logic come before interface polish.
This student built PricePilot, a shopping tool that lets people find and compare the best prices and see delivery information in one place. Her takeaway is that AI is a strong tool for making everyday life more efficient - but only if you invest the time in branding and brainstorming first, so what the AI produces is an accurate version of your idea.
This student built Eventique, a neighbourhood-first event discovery app that tackles loneliness through AI-matched local events in a three-tap flow: discover, get matched, show up. The business model combines promoted listings, a 5–10% take rate on paid events and pro subscriptions, aimed at a market with no dedicated competitor in most mid-size cities. He paired the product with a 90-day launch plan and a clear ask: pre-seed funding, a technical co-founder and first host partners toward 1,000 RSVPs.
My Diet Buddy helps people keep track of their diet through a weekly report that shows how well they've stuck to their plan. Users can email that report to themselves and their doctor with a single click, and an AI Coach is on hand to answer questions or help adjust their meal plan. The live app tracks daily calories, meal completion, and water intake (measured in glasses) across a full weekly view.
StudyDeck is a study-calendar app that helps students keep track of assignments and tests, with a built-in AI chatbot on hand to assist with any task along the way. The live dashboard organizes work into a this-week to-do list and an upcoming-items view, so nothing due gets lost.
Beyond Borders AI is an AI-powered travel planning website that helps users plan an entire trip in one place. Users enter their destination, travel dates, budget, and interests, and the AI builds a personalized itinerary covering flights, hotels, restaurants, cafes, activities, attractions, and hidden gems. The site also includes interactive maps, weather forecasts, a packing checklist, budget tracking, and travel tips, using RAG and travel-related integrations to keep recommendations relevant and reliable, making trip planning faster, easier, and more personalized.
StudyFlow is an all-in-one study app that helps students organize their schoolwork, manage assignments and deadlines, create notes, flashcards, and quizzes, track their progress, and stay focused with helpful study tools - all in one simple, personalized platform. The live app organizes work by subject, tracks a daily study streak and weekly time goal, and includes a Focus timer alongside its AI Study Assistant, which turns notes into summaries, flashcards, and quizzes.
Jobhop helps users find a career that's actually them, not just the one everyone keeps suggesting. It runs on a quick nine-question quiz (about three minutes) that maps answers to career clusters, with free simulators to try a job before committing, plus a swipe-based alternative for anyone who'd rather react to real jobs than answer questions. No login is required and no personal data leaves the user's device.
Diagnosis Detective is an interactive medical education website designed for high school students interested in pursuing medicine. Rather than just memorizing medical facts, students learn by working through realistic patient cases and practicing basic clinical reasoning, using a diagnosis game, a conditions library, an AI assistant, and a league system. Each case solved unlocks a new entry in a 60-condition library with symptoms and diagnostic details, and an in-app AI assistant is on hand to explain any term or concept along the way. The goal is to make exploring medicine accessible, interactive, and motivating, while helping students build the curiosity and critical thinking skills that prepare them for further study in healthcare.
StageLife is a creative, interactive website built around a love for musical theatre and performing arts, combining theatre-inspired visuals, fun interactive elements, and musical-themed content into an engaging experience for visitors. Rather than following the study or education themes common to many projects, StageLife stands out by focusing on creativity, entertainment, and self-expression, blending a passion for musicals with web design skills to create something personal, colorful, and exciting. The live site lets visitors browse what's currently playing on Broadway with show details, take a Broadway trivia challenge, and find out which character they were born to play through a quiz. The goal is to make every visitor feel like they're stepping into the world of theatre through the website itself.
BudgetTrack is a personal finance app that makes tracking income and expenses beautifully simple. It sets smart category budgets with live progress bars and threshold alerts, auto-categorizes transactions by learning a user's merchants, and surfaces rich analytics like category breakdowns, monthly trends, and income-versus-expenses views. An AI insights feature offers personalized suggestions drawn only from the user's own data, while savings goals and recurring income or bills can be tracked and automated. It's built with Google sign-in, row-level security, and encrypted connections, and is currently in beta with a free-forever plan.
Middleslogic is a 3-in-1 science and math study tool built for middle school students who are stuck on a problem with no one around to help, whose usual study material doesn't quite fit, or who end up with a dozen tabs open just to study one subject. It brings quizzes, an AI study buddy chatbot, and videos into one app, keeping study resources organized in a single place. The quizzes and chatbot adjust to each student's grade and the subject's difficulty, so it feels personalized specifically to them, and the AI companion teaches step by step in a tone that matches the average middle schooler - cool and nonchalant - to make learning feel more comfortable. The live app lets students pick their grade level, subject topic (like Cells & Life, Forces & Motion, or the Solar System), question type, and question source - preloaded or AI-generated - before starting a quiz. Built by a middle schooler, for middle schoolers.
Decision Buddy is a website and app built for people who tend to overthink their decisions. It lets users weigh pros and cons, research their options, and work through a choice without the stress that usually comes with decision-making.
Waypoint is a portfolio-building web app that helps high school and college students track their achievements - awards, certificates, volunteer hours, extracurriculars, and grades - in one organized place, then uses AI to analyze that portfolio against the student's intended field of study or career goal. Rather than just storing what a student has done, Waypoint identifies gaps in their profile, explains why each gap matters, and points them toward real, relevant opportunities to close it. Students can also export their portfolio directly into application-ready formats, including a resume and a Common App-style activities list. Built for the UAE and wider Middle East college-bound population using Lovable and Claude, Waypoint's goal is to give students a clear, data-grounded sense of where they stand and what to do next, closing the gap between ambition and action in the college application process. The live app backs this up with admissions benchmarks pulled from the U.S. Department of Education's College Scorecard, lets teachers or coaches verify a student's achievements with one click, tracks grades and application deadlines, and can scan an uploaded certificate with AI to fill in the form automatically.
BuddyTrack is a cozy study space built for students in grades 7 to 12, bringing together exams, homework help, flashcards, and friendly study tips in one welcoming corner. The whole experience is designed to feel warm and low-pressure rather than clinical, greeting students with a friendly "Hey there, future star!" rather than a bare dashboard. It's built for middle and high schoolers who want a supportive, all-in-one space to prep for tests and stay on top of homework without feeling overwhelmed.
NotePilot AI is an AI-powered study assistant that turns a student's uploaded notes into summaries, flashcards, quizzes, and personalized study plans, helping them save time, stay organized, and prepare for exams in a more interactive and engaging way. The live app accepts notes as a PDF, DOCX, or photo, builds a revision schedule around a student's exam date, and tracks study streaks along the way.
FlowDay is an AI-powered daily planning app that turns an unstructured list of tasks into a realistic, time-blocked schedule. Instead of manually estimating time, prioritizing, and organizing a to-do list - work most people skip, leading to unrealistic lists that ignore actual time and energy - users simply type everything on their mind into one open text box. FlowDay's AI infers each task's importance, difficulty, duration, and energy type, places demanding tasks during peak energy windows, and flags anything that won't fit, explaining in plain language why each task was scheduled where it was. Users can also pick a scheduling style - Academic Beast, Balanced, Deep Work, or Soft Productivity - that changes how their day is built, and stay motivated through points, XP, levels, streaks, a daily Day Score, and a built-in Focus Mode timer. Optional integrations with Google Calendar, Oura, and Open-Meteo weather data let FlowDay import fixed commitments, auto-estimate energy from sleep and activity, and reschedule outdoor tasks around the forecast - though the app works fully without any of them connected. Built with security in mind, all connector tokens are encrypted and stored server-side with a clean disconnect flow.
StudySphere AI is an AI-powered student productivity platform built to solve a common problem: classes, assignments, exams, notes, grades, and study materials scattered across too many different platforms. It brings all of that into one personalized place, letting students manage their classes and assignments, track grades and GPA, create notes and flashcards, generate AI-powered quizzes from their own study materials, and get help from an AI Study Assistant on difficult topics - including an "Explain Like I'm 5" feature that simplifies complex explanations. Built for middle school, high school, and university students using Lovable AI, GitHub, and Claude AI, StudySphere AI's goal is to be a personalized AI learning companion that helps students stay organized, understand difficult topics, and become more confident, independent learners. The live app tracks a daily study streak and progress toward a daily study-time goal alongside its AI Tutor.