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Synapse — AI-Powered Team Formation & Mentor-Matching Platform
Built as a final year project — an AI-powered platform for team formation and mentor-matching, designed to help students and teams find the right collaborators using data-driven compatibility scoring. Built the Flutter frontend, the core matching engine (a seven-signal composite scoring system with a Random Forest collaboration predictor and SHAP-based explainability), the proximity module, and Firebase Cloud Messaging integration for real-time notifications. Also managed the deployment pipeline — backend on Render, frontend on Netlify. A fully deployed, functioning platform showcasing applied machine learning, mobile development, and real-time system design in one product.
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So I Recently rebranded my upcoming AI Agent Harness from "Crank" to "Pixie" which is the name of my cat. Do you think it was the right decision?
Which one do you prefer? Crank or Pixie?!
Check it out here: pixie.ecnivs.com
#FreelancerLife #AIHarness #FrontendDesign #AIAgent #ArtificialIntelligence #WebDevelopment #Design #TasteTest
5 voted
71%
2 voted
29%
7 votes
Closed
Pixie gets my vote too. Naming it after your cat makes it memorable, and it feels a lot friendlier for a tool people trust with their code. Nice rebrand.
GROOOMY 🐶 Smart booking for a one-woman dog groomer
Grooomy is a booking app for Marloes, who runs a dog grooming atelier on her own. Customers book in about a minute, and the app reserves exactly the table time each dog needs.
What I built: Every groom takes a different amount of time. A Chihuahua takes an hour, a matted Bernese takes four. Marloes used to plan every appointment over WhatsApp: nine messages, two days and the occasional no-show. Grooomy fixes that:✅
✅ Customers describe their dog (size, coat, tangles), and the duration and price are calculated automatically.
✅ Only time slots where the full groom fits are shown, so there are no double bookings and no gaps too short to use.
✅ Returning customers are recognised by phone number, and new customers pay a small deposit.
✅ Customers can change or cancel with one tap.
✅ When a day is full, dogs join a waitlist, and a cancellation is offered to the next matching dog automatically.
✅ Marloes gets a dashboard with her day at a glance, the week, the waitlist, customers and every automated message.
How I built it: I started with the scenario and design research, designed the brand and every screen, then turned each screen into a precise prompt for Lovable. The app runs on Lovable Cloud with a real database for bookings, customers and the waitlist. The design process video is on the Story page.
CHECK IT OUT: https://grooomy.lovable.app
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Worked really hard on this and loved working with Lovable for the first time! Let me know what you think! 🔥
I run my company on an AI chief of staff I built. It is called Coulson.
Every morning it puts the day on one page before I open email: the three revenue priorities, every commitment with its date, and one list of what is waiting on my approval. Behind it, a team of AI agents drafts replies, prepares meetings, chases follow ups and sends an end of day report at 7 PM. Nothing goes out without a yes.
Now I build the same system for other companies. The case study, with real screens on sample data: hqlabz.com/work/coulson
