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The AI sous-chef that cooks what's about to expire - so nothing in your fridge gets thrown out.
Ālāpana is a solo-practice agent for Carnatic learners that turns evaluated singing practice into MongoDB learner memory and uses Gemini on Google Cloud to prescribe the next exercise.
Track: MongoDB Code URL: https://github.com/joicyroslin-svg/deadlinepiolt-ai-agent Demo video: YouTube/Drive/Loom link License: MIT
Every month, same story, money's gone before the 20th. Micro-Pockets fixes that inside WhatsApp. Your bank SMS logs itself. No new app. Just chat.
A Gemini-powered popup retail operations agent that turns short field notes into approved visitor notices and live MongoDB-backed operations updates.
Despire is an AI-powered storytelling platform that helps creators transform ideas into beautiful, publish-ready blogs with intelligent content and image generation.
An AI-powered study assistant that creates personalized learning plans, tracks progress, remembers goals and recommends the next best action for students using Gemini AI and MongoDB
AI agent that helps fans plan World Cup 2026 trips. Ask about matches, venues & cities — powered by Gemini + MongoDB.
A self-improving AML/CFT agent for financial institutions and auditors.
Build AI with confidence. NeuroGuard AI uses autonomous agents to audit, explain, and mitigate risks in AI systems before they reach the real world.
An AI-powered cognitive digital twin and persistent memory layer that models your professional identity, forecasts career shifts, and integrates with local IDEs via the Model Context Protocol (MCP)
When your database breaks at 3am, SENTINEL diagnoses, patches, and explains every decision — all before your on-call engineer wakes up
AI-powered emergency response platform that coordinates volunteers, resources, and mission planning using Google Cloud Gemini, Vertex AI, and MongoDB.
Sentinel automates Cheque-Fraud investigation using a team of Gemini agents who verify signatures via MongoDB Vector Search, reason over customer history, and confirm fraud with one tap via Telegram.
OutreachOS turns cold outreach into an autonomous workflow: discover leads, find contacts, personalize emails, follow up, route replies, and keep you updated. Built for students and organizations.
An AI-powered customer retention platform that analyzes telecom customer churn risk, generates retention strategies, and provides actionable business insights using MongoDB Atlas, Google Gemini.
Para Arca Continental, perder clientes cuesta millones. Arca Predicte anticipa la fuga usando Machine Learning y asiste con Gemini para retenerlas proactivamente y proteger ventas.
AI-powered career guidance and skill development platform for students
AI agent that helps 1.4 billion citizens file RTI requests, report civic issues, and claim government benefits — in 2 minutes.
AI-powered STEM agent with live MongoDB grounding. Solves complex calculus, helps students prep instantly, and bridges gaps through Google Cloud. Fast, precise, and interactive.
Mr. Rabbit's Diary— A diary that writes back.
A Gemini-powered system that investigates unemployment insurance benefits fraud across jurisdictions by coordinating legacy and modern data sources, with built-in audit ability.
People come to events for memories, not queues. EventPilot AI helps organizers, vendors, and attendees make smarter real-time decisions so everyone spends less time waiting and more time enjoying.
Trade skills, not money
