Dawi

Polymancer is an autonomous AI trading agent for prediction markets. It monitors Polymarket around the clock, identifies high-probability setups, and executes trades within configurable risk parameters. The system leverages deep research, sentiment analysis, and market intelligence—without high-frequency noise. Every decision is fully transparent and auditable, so the user always knows exactly what the agent is doing and why. Built with a clean mobile interface and Telegram integration, it keeps the user connected to their agent, establishing trust.

Swordfish is a real-time futures trading platform. It streams market data with sub-second latency from massive.com, stored in Redis for instant access. Features professional TradingView charting with calendar spreads and custom overlays, plus volume profiles and VWAP. An AI assistant lets traders ask questions in plain English and get instant insights. Built for active traders who need speed and clarity, all in a modern, sleek UI.

Applied attention-based neural networks to classify simulated Higgs boson (ttH) events in the ATLAS detector at CERN. Improved signal separation from vast background data, reducing coupling measurement uncertainty.