Founder of SNACS.Trade, a real-time small-cap trading platform combining SEC filing forensics, AI-powered sentiment analysis, and signal analysis detection. Built the platform after years of watching small-cap runners where the setup was visible on EDGAR days before any press release — but buried under thousands of daily filings. The platform now tracks 2,500+ tickers and processes every 8-K, 424B5, 10K, 10Q, etc. the moment it hits the SEC with LLM-powered classification. Available for expert commentary on: small-cap trading strategy, SEC filing analysis, dilution mechanics, toxic convertibles and recapitalization plays, algorithmic trading, AI in finance, retail trading platforms, sentiment analysis, and Nasdaq listing compliance. Based in the US.