Laith Alqaisi@laith_alqaisi467

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.

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!