
Stable Income Generator is an automated, paper-only options trading platform built around our QQQ Option wheel strategy. We selected QQQ because technology is a long-term driver of economic development, then backtested the strategy over 644 sessions and compared its equity path and risk metrics with SPY and QQQ buy-and-hold benchmarks. The live V13.5 canary runs against an Alpaca paper account. Our public dashboard publishes sanitized broker-reported equity, P&L, freshness, and the ten most recent system fills on a five-minute weekday schedule, while keeping credentials and trading controls private. Trading authority remains deterministic and auditable: configuration-driven strategy logic, sizing, risk approval, execution preflight, reconciliation, and hash-bound records control every executable decision. The broader platform adds an economics-aware Gemini 3.6 Flash advisory gate that can only allow the unchanged deterministic proposal or veto it; it cannot rewrite an order or bypass risk limits. Role-specific containers, internal PostgreSQL state, and portable deployment make the system straightforward to reproduce locally or move to a VM or cloud environment. Judges can inspect our backtest artifacts, architecture diagrams, live paper evidence, and credential-free replay workflow.
4 Sep 2026

THE UBUNTU REBELLION: Fighting a Moral Failure with Agentic AI The Problem: A Moral Failure in Healthcare Judges, we are here today not just to showcase code, but to challenge a fundamental injustice. The current healthcare system, dominated by corporate oligopolies, is built on planned obsolescence and vendor lock-in. We witness perfectly functional medical equipment deemed "end of life" and scrapped as e-waste, while millions of our loved ones in remote or underserved clinics go without care. This is not a business problem—it is a moral failure. Beyond the hardware, administrative overhead is crippling. In South Africa, billions are wasted annually as dedicated doctors and nurses spend countless hours performing soul-crushing administrative tasks—logging into dozens of disparate medical scheme portals, manually transcribing data, and battling complex claims forms. Every minute spent on paperwork is a minute stolen from patient care. The Ubuntu Patient Care movement exists to say: Enough. We are building a free, open-source medical system that puts humanity first. Our solution, powered by the intelligence of Granite and the orchestration of IBM watsonx Orchestrate, is the force multiplier that makes this rebellion sustainable. The Strategy: Offline-First Agentic Supremacy Our core competitive advantage, the feature that no oligopoly system can replicate, is our Offline-First, Zero-Barrier-to-Entry design. We use Agentic AI to eliminate the three largest frictions in medical system adoption: Administration, Security, and Deployment.
23 Nov 2025

AI-powered insurance claims processing system that leverages Qdrant's vector search engine to analyze multimodal data (text, images, audio, video) for intelligent fraud detection, settlement estimation, and claim routing. The system addresses the societal challenge of inefficient insurance processing by providing real-time recommendations, cross-modal search capabilities, and explainable AI insights. With cloud-optimized architecture for resource constraints, it delivers 50% faster processing, 30% cost reduction, and 15% fraud reduction while maintaining transparency through similar claim precedents and confidence-based decision making.
19 Nov 2025