Students can't find mentors that match what they actually need to learn. Discovery platform with searchable expert profiles and integrated Calendly scheduling—match, book, learn

Public spaces needed to verify COVID compliance without manual checks. IoT system with TensorFlow mask detection + QR vaccination verification—fully contactless access control

Your phone fills up with 7GB+ of blurry, duplicate concert videos. AI scans your gallery, flags the bad clips for deletion, and auto-generates Instagram-ready shorts—76% storage freed

Displaced people in crisis can't find nearby shelters fast enough. Geolocation platform that matches you with available shelter resources in real-time + integrated donation channels via PayPal

Gas distributors have zero visibility into bottling and delivery operations. ESP32 sensors on trucks + React Native app for real-time fleet tracking and route optimization

Tagging the same 15 people in WhatsApp groups means typing @ one by one, every time. Chrome extension—save contact lists, tag everyone with one click

Someone sends you a task on WhatsApp and you have to open Notion, find the board, create the card manually. Chrome extension that turns any chat message into a Notion task in under 15 seconds

Every time you need a 2FA code, you grab your phone, open the app, find the account. Browser extension that generates TOTP codes right where you need them—no phone switching

You like a sneaker but can't find similar styles across stores. ML recommendation engine that analyzes visual patterns and suggests matching sneakers based on your taste

Students schedule tasks randomly and burn out or lose focus. Dialogflow chatbot that learns your chronotype and maps tasks to your peak focus hours via Google Calendar

How would a warehouse automate product sorting at scale? Academic project simulating a computer vision detection system with a scale-model conveyor belt—TensorFlow + OpenCV classify products in real-time while a robotic arm sorts them

You have two GitHub accounts and your commits only show on one. Web tool that mirrors your commit history across accounts so your contribution graph stays complete

Early pandemic, nobody knew if they'd been near a COVID case. Android app with location-based alerts, heat maps of nearby cases, and safer route alternatives

Board game fans buying from generic marketplaces with zero curation. Niche e-commerce with catalog, cart, and order management built on Django + AWS—tailored for tabletop community

Millions use Yape for digital payments but can't withdraw physical cash. Custom ATM prototype that connects to your Yape wallet for instant cash withdrawals—hardware + software integration

Every New Year you want something fun to share in the group chat. Enter your birthday and discover your Chinese zodiac animal with all its traits, strengths, and lucky elements—shareable card included

You buy clothes online but don't know what actually goes together. Browser extension with ML that suggests outfits and styling combinations while you shop

You want to read more but you're slow, lose focus, and retain little. Gamified speed reading with keyword sweeping, block chunking, and deep reading modes—AI generates illustrations per section, instant definitions, and a virtual tutor that knows your books

Clients book an appointment, forget, and no-show—you lose revenue. No-code automation (Make + Kapso) that sends WhatsApp confirmation on booking + reminder 1 hour before with meeting link and reschedule option. Runs on free-tier plans