worod Hazem@worodhazim351

RiskLens is an explainable AI decision intelligence platform designed for compliance, risk, and fraud teams. Modern compliance operations suffer from alert fatigue, high false positives, and limited explainability, making it difficult for analysts to take confident and auditable decisions. RiskLens addresses this problem by transforming raw behavioral and transactional risk signals into clear risk scores, human-readable explanations, and recommended actions. The system combines AI-driven reasoning with a human-in-the-loop workflow, allowing analysts to review, accept, or override AI recommendations while providing justification for every decision. Each action is logged in an audit ledger, ensuring traceability and regulatory readiness. RiskLens is built as a modular, extensible prototype that demonstrates how AI can support — not replace — human judgment in sensitive, high-stakes compliance environments, making decisions faster, safer, and more transparent.

🧞‍♂️ DevEnv Genie is an AI-powered command-line tool that intelligently diagnoses and fixes development environment issues—designed for real-world developers. Built entirely on Trae IDE, it leverages Trae's powerful debugging agents and integrated access to Gemini 2.5 Pro to shape AI prompts and logic. At its core, DevEnv Genie uses LLMs via Groq and Novita.ai to analyze project files like requirements.txt, package.json, .nvmrc, or even a simple text description. It then scans the developer’s local system, detects mismatched versions or missing tools, and instantly suggests OS-specific CLI fixes—tailored for Windows, macOS, or Linux. 💡 Whether you’re struggling with Python versions, Node mismatches, or system config chaos, DevEnv Genie reduces guesswork and error-prone setups with intelligent, AI-driven insights—all via a simple genie diagnose command. 🚀 Why it stands out: Fully CLI-based & lightweight Trained for real dev scenarios Developed with Trae IDE’s free AI debugging tools Uses dual LLMs (Groq + Novita.ai) for smarter diagnostics Developer-first: saves time, reduces frustration, speeds up onboarding 🎯 Built during the CodeCraft AI x Dev Hackathon, DevEnv Genie is a practical innovation showing how AI and IDEs like Trae can redefine developer workflows.

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.

🕒 Complete the challenge within 48 hours and unlock incredible prizes! 📅 June 13 - June 15 – Participate online, collaborating with innovators and builders to explore a new way of software development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 💰 $80,000 in credits and prizes! ⏳ Sign up before the Kick-Off Stream to secure your spot!