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Malaysia
5+ years of experience
An experienced freelance System Integrator specializing in the design, implementation, and management of complex IT solutions that integrate diverse systems and applications. Proven ability to translate business requirements into scalable, efficient, and innovative technical solutions across various industries. Adopts a strategic outsourcing model, collaborating with a network of specialized experts to deliver high-quality outcomes. This approach enhances efficiency, ensures access to advanced expertise, and enables agile, scalable project execution. Core strengths include solution architecture, project management, and optimizing business processes through technology. This combined expertise in system integration and strategic collaboration supports effective risk management and consistently delivers robust, future-ready solutions.

THE PROBLEM: Global supply chain disruptions cost enterprises $1.5 trillion annually. When crises hit — oil spikes, shipping closures, geopolitical escalations — human analysts take hours to respond. By then, damage is done. WHAT AEGIS DOES: Aegis is a fully autonomous 7-agent AI system that monitors global risk signals, scrapes live maritime intelligence from gCaptain and TradeWinds, predicts disruption impact using AMD-accelerated ML, and executes crisis response — in 2 seconds. THE 7-AGENT PIPELINE: 1. Signal Agent — detects anomalies + scrapes live MarineTraffic headlines 2. Intelligence Agent — interprets signals using Groq LLaMA 3.3 70B 3. Forecast Agent — ARIMA + XGBoost GPU-accelerated on AMD MI300X 4. Simulation Agent — 3 weighted what-if scenarios with cost estimates 5. Decision Agent — ranked action plan with dollar savings and timelines 6. Alert Agent — real-time Slack, email and dashboard notifications 7. Execution Agent — triggers enterprise workflows autonomously AMD MI300X: XGBoost via ROCm CUDA compatibility — 8-15x faster than CPU. Deployed on AMD Developer Cloud, 4 Gunicorn workers, unlimited concurrent users. Auto-monitors every 5 minutes 24/7. REAL-WORLD: Built during the live Strait of Hormuz crisis. Real gCaptain headline scraped: "Trump's Hormuz Blockade Deepened A Historic Shipping Crisis." Aegis classified CRITICAL at 95% confidence in 2 seconds. DEMO: Oil forecast +25% in 14 days. Delay risk 45.8%. Cost impact +13.1%. Savings: $1.7M. Pipeline: 2 seconds. BUSINESS VALUE: Targets logistics directors and supply chain VPs at $50M+ procurement companies. ROI after one prevented crisis per year at $2,000/month. Customers: maritime insurers, commodity traders, manufacturers with Hormuz exposure. COMPETITIVE EDGE: Unlike Resilinc or Everstream using human analyst networks — Aegis is fully autonomous. No analysts. No waiting. 2-second response. Moat is speed, autonomy and live data.
10 May 2026