Ahamd Mahmoud@ahmad_mahmoud651

Tasklume solves the critical problem of tasks getting lost in work communication conversations. When someone says "can you review this?" or "let's implement that feature," these action items often disappear in hundreds of daily messages. Our solution uses Google Gemini's advanced File Search Store to analyze communication platform (e.g. Slack, Microsoft Teams, Discord) conversations with semantic understanding. Unlike keyword search, Tasklume comprehends context and automatically extracts tasks with proper prioritization, assignees, and deadlines. Key features include: - One-click communication platform (e.g. Slack, Microsoft Teams, Discord) import with customizable AI filters - Automatic task extraction using vector embeddings - Smart prioritization (High/Medium/Low priority) - Context-aware search across all conversations - AI-assisted task completion for research and planning - Hourly automatic updates with intelligent caching - Real-time task notes and progress tracking Built with Nuxt 4, Ruby on rails, Render platform and Gemini 2.5 Pro, Tasklume demonstrates a complete data pipeline: (Example) Slack API → JSON transformation → Vector database indexing → AI analysis → Structured task output. We implemented anti-hallucination measures and cost-optimization strategies to ensure reliable, production-ready results. Tasklume bridges the gap between casual workplace chatter and formal task management, helping teams stay organized without leaving their communication platform.

We track emotional states within text, then we provide a recommendation or simply show an ad that is suitable with what the user really feels. This project is using many  machine learning algorithms to train a classifier. We deployed cohere embedding system API. The backend service was built using python django framework. The motivation behind this work is that a big share of people spends a long time online, and although they express their negative emotions freely, they don’t actively take action to improve them. Even when they have positive emotions, they don’t make use of their excitement and energy. On the other hand, many local activities and services are available out there, but not everyone knows about them. Besides, the truth is that a single type of activity isn’t suitable for all. So, a strategy must be followed to recommend a specific activity to people with a specific type of emotions. Many companies and organizations will be interested in advertising, especially the ones that offer life coaching services, trip organizers, fitness and massage centers, comedy shows, therapists, and many other activity organizers and human well-being services.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

🗓️ This 7-day virtual hackathon from January 27 to February 3 will be your time to shine! 💻 Construct AI apps with the latest LLM-powered technology from Cohere and try the newly released Multilingual Text Understanding model ✔️ There's no prerequisite level. Just starting out with AI? Or perhaps you're a veteran Data Scientist? A Designer? A Business Developer? We want you and your domain expertise! 🐱‍💻 Sign up now for free and let's get going!