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AI Bots is an AI-powered forum add-on that helps online communities automate engagement, streamline moderation, and expand functionality through custom bots. Instead of relying on basic chat tools, communities can deploy bots with advanced capabilities such as vision, image generation, content handling, reminders, and role-based behavior — creating a more interactive and efficient user experience.
For forum owners and community-driven businesses, the product adds value by reducing manual workload, improving response speed, increasing member engagement, and enabling scalable community operations. With built-in permission controls and an extensible architecture, AI Bots can support a wide range of use cases — from member support and content automation to custom workflows tailored to the goals of the platform.
The network for creativity
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Another product shipped.
We just launched the iOS app for Legacy Building Journals, a platform built to help people preserve the stories, memories, and moments that matter most.
https://apps.apple.com/pk/app/legacy-building-journals/id6778774585
This wasn't another journaling app. The goal was to create a space where users can capture life experiences through writing, photos, and voice recordings, then preserve them for future generations.
Our team handled everything from product strategy to development, working closely with the client to turn their vision into a polished, production-ready iOS experience.
What we shipped:
1. Full iOS app (React Native)
2. Photo, text, and voice recording capture
3. Stripe + Apple Pay integration
Building products people use daily is always rewarding. Building one that helps families preserve their legacy hits different.
Proud of the team for bringing this to life. On to the next one.
Great Work
RouteMind is a multi-tenant fleet management SaaS with live GPS tracking and an AI voice agent for operators. I built the full stack and the AI layer end to end.
The hardest part was the data architecture. Structured records like fleet profiles, driver data, and route history sit in MySQL. The high-frequency GPS event stream, which would choke a relational setup, runs through MongoDB instead. Vehicle positions render on a live map with latency low enough that movement feels real-time. That split is what kept the dashboard fast while thousands of GPS events landed every minute.
The AI layer is a voice agent built on a RAG pipeline and the OpenAI API. Operators call in, and the agent retrieves from a vector database of indexed fleet policies and route procedures before answering, never generic output. Questions outside its scope trigger a clean handoff to a human.
The platform is fully multi-tenant with strict data isolation between businesses. Roles and permissions are set from the dashboard, so onboarding a new operator needs no code change.
What the client gets: live fleet visibility, an AI agent that answers policy questions without tying up staff, and an architecture that holds up as the fleet grows.
Great work! my fyp was about Driver's behaviour analysis (dowsiness, distraction detection ) for fleet transportation system and generating alerts while danger is detected.
I built My Little Bot — a playful custom AI bot platform where users can create, personalize, and chat with their own bots. 🤖✨
What started as a fun idea turned into a working mini SaaS-style app with:
• Custom bot creation
• Bot personalities and instructions
• Saved conversations
• Voice options
• Premium upgrade features
• Bot templates
• Authentication
• Admin tools
• Stripe subscription flow
• Netlify deployment
The goal was to make AI feel more personal, creative, and approachable — something users can shape around their own routines, ideas, projects, or support needs.
People can create bots like:
study buddies, brainstorming partners, creative assistants, accountability bots, character-style companions, or task-specific helpers.
This project brings together a lot of the work I love doing: AI product design, user experience, playful interfaces, prompt systems, automation, and creative technology.
I’m currently inviting people to test it and share feedback on what feels intuitive, what breaks, and what could make it more useful.
Try it here: https://mylittlebot.netlify.app
Built with Fable 5, Supabase, Stripe, Anthropic, and Netlify.
This deserves more than just liking, this deserves to be featured! 🏆 Building out a fully functional custom AI playground with individual personalities is such a brilliant concept. The UI styling is great translating a playful product dashboard like this into an interactive landing page would be an absolute blast.
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