Ibraheem Ahmad@IbraheemAhmad

AI Incident Triage is an AI-powered workflow assistant designed to help engineering teams quickly understand and respond to system incidents, especially in high-availability environments like trading platforms. When issues occur, engineers often spend valuable time manually scanning logs, reviewing tickets, and piecing together fragmented information before they can act. Our solution streamlines this process by automatically analyzing system logs and incident reports using Gemini LLM and vector similarity search with FAISS. The platform clusters related incidents, generates clear summaries, suggests possible root causes, assigns severity levels (P1–P4), and recommends the most relevant team to handle the issue. With a simple dashboard built in React and a FastAPI backend, the system provides actionable insights within seconds. The goal is not to replace engineers, but to reduce cognitive load, accelerate triage, and improve response time, ultimately minimizing downtime and operational risk in fast-paced digital trading environments.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.