Abdul Hakim Emon@emon1

The Problem: The "Custody Paradox" Institutional investors want AI yield, but they fear AI theft. In 2024 alone, $2.2 Billion was stolen in crypto hacks, with 43.8% caused by compromised private keys. Giving an autonomous agent a private key is a single point of failure that no hedge fund will accept. The Solution: Sovereign Ghost Sovereign Ghost replaces the "Private Key" with Mathematical Consensus. We built the first DeFi protocol where the AI agent trades for you, using a key that literally never exists. Core Technology Stack: Zero-Retention Architecture: Upon initialization, the local seed is generated and immediately split into 5 Cryptographic Shards using Shamir's Secret Sharing (SSS), then destroyed from memory. Generative AI Brain: Unlike static bots, our agent uses Google Gemini 2.0 Flash to analyze market conditions in real-time, detecting slippage, MEV risks, and order book imbalances before executing. Qubic Feeless Execution: Leveraging Qubic's zero-gas infrastructure allows us to perform "Atomic Arbitrage"—calculating 10,000 potential trades per day and only executing the profitable ones, saving ~$18,000/year in gas compared to Ethereum bots. The Fail-Safe: We implemented a MiCA-Compliant "Kill Switch." If the user triggers it, the smart contract burns all key shards on-chain instantly, freezing funds and allowing withdrawal only to the owner's cold wallet. ⚠️ Architectural Note: To demonstrate the Atomic Arbitrage logic and Compound Interest mechanics within the hackathon timeframe, this repo runs in a High-Fidelity Simulation Mode. The environment executes the exact Shamir's Secret Sharing math and Gemini 2.0 AI reasoning locally but simulates the Qubic network response to showcase the intended user experience and execution speed of the final Mainnet protocol.

The Problem: Compliance vs. Intelligence Companies face a dangerous dilemma: comply with GDPR/CCPA "Right to be Forgotten" requests and lose valuable historical data, or keep the data and risk fines up to €20 million. The current manual process is fragmented, slow, and costs enterprises an estimated $1,524 per request in labor. The Solution: The Aegis Agent Aegis is a "Zero-Retention" Compliance Orchestrator. It automates the data deletion process, turning a 3-day manual nightmare into a 3-minute autonomous task. Unlike standard tools that simply "delete" rows, Aegis uses Synthetic Anonymization. It surgically removes PII (Name, Email, ID) while converting sensitive metrics (like Salary) into statistical ranges. This preserves the "business wisdom" of the data while eliminating the compliance risk. How It Works (Architecture) Core Brain: Built on IBM watsonx Orchestrate, utilizing the "Manager-Worker" agent pattern to plan and execute complex workflows. Custom Skill: We integrated a custom Python privacy engine (FastAPI) via OpenAPI specification. Governance Layer: Features a mandatory "Human-in-the-loop" safety protocol that requires explicit authorization before destruction. Multi-System Action: The agent simultaneously scrubs data from a modern Enterprise Dashboard (JSON) and a Legacy Database (CSV) in real-time. 💰 Business Value & Strategy Aegis is a Compliance-as-a-Service (CaaS) platform targeting the $8.2B Data Privacy market. Tier 1 (Developer API): A plug-in for HR software vendors priced at $0.50 per request. Tier 2 (Enterprise Dashboard): A direct B2B subscription ($2,000/month) that replaces manual legal coordination and generates automated audit trails. Impact: Aegis reduces operational costs by 94%, pays for itself in under one month, and makes AI adoption safe for the enterprise.

ExpatCare Command Center is an AI-driven solution designed to modernize and accelerate medical claim processing for the UAE’s large expat population. Today, claims often take weeks to review, face inconsistencies, and are vulnerable to human error or fraud. Our idea introduces an intelligent, automated system that analyzes each claim from three critical angles: medical validity, policy coverage, and fraud risk. By combining structured reasoning, insurance expertise, and explainable AI scoring, the system produces an instant approval recommendation with transparent justification. This empowers insurers to process claims faster, reduces operational costs, prevents fraudulent payouts, and ensures patients receive timely support. Ultimately, the project aims to build a smarter, fairer healthcare claim ecosystem that supports both insurers and millions of expat residents.

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

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.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $40,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $50,000 in USDC & GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!