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Concept: For farmers in and around Pimpri-Chinchwad, plant diseases from images Tools: Python, deep learning (CNNs for image classification), a large dataset of plant disease images
VibeFlow helps developers refine app ideas. Gemini analyzes your vision, suggesting resources from MongoDB & Google Cloud to clarify your plan.
Stop missing great movies! CineAI uses Google Cloud AI to understand what you really want to watch, finding hidden gems through semantic search and analysis.
An AI-powered system to intelligently detect and classify network traffic as benign or malicious, enhancing cybersecurity through machine learning.
a new project
NumTales makes math magical for kids! AI blends Met Museum art, real‐world images, and MongoDB vector search to craft personalized adventures that spark curiosity and turn learning into pure discovery
We turn trading data into real-time trader intelligence using AI embeddings and MongoDB Vector Search, enabling smarter strategies and behavioral feedback from your own trading patterns.
MentorMR is an AI tool that learns from GitLab's top contributors to provide personalized code review feedback. It helps new contributors feel confident and improves feedback quality for developers.
AI-powered feat & fix discovery shop
AI-powered code reviewer for GitLab Merge Requests. Instantly analyzes every MR with Google Vertex AI, posting line-by-line feedback and a smart summary to boost code quality.
Real-time environmental intelligence using AI, BigQuery, and MongoDB.
Simplifying prescriptions, saving costs, and supporting health through AI-powered insights.
Understand the market in a single glance — AI-powered news insights with MongoDB Vector Search and Google Gemini.
Helping doctors understand brain tumors faster through AI-powered MRI comparison.
Yuh Hear Dem? turns hours of Barbados parliament videos into searchable knowledge graphs—so citizens can explore who said what, when, and why, without watching the whole thing.
Real-time image breakdown into stylized, composable game assets - no coding required.
Connect with like-minded students, match for real-time study sessions, and build better academic habits — all in one place with Study Buddy.
A Google Looker dashboard for exploring Michelin-starred restaurants, built with MongoDB, BigQuery, Looker Studio, Airflow, Docker, and GitLab CI/CD on Google Cloud Composer.
A simple ML-powered app that predicts diabetes risk using health data.
Let the AI point fingers, so you don't have to.
This GitLab CI/CD component provides automated, AI-powered code reviews using Google's Gemini 2.5 Flash model. It analyzes code changes and provides feedback on code quality, potential issues, etc
Smart Waste Management Using CV and ML – Automating waste detection and segregation to build cleaner, greener cities.
Sky-High Shine, Effortlessly Clean
Restaurant Finder uses Vertex AI, Gemini + MongoDB Atlas vector search to give diners instant, hyper-personal restaurant recommendations—filtered by taste, mood and context, with verifiable data
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