Kasher — Two Cents Hustler
Financial Intelligence Platform
Kasher (Two Cents Hustler) is an edge-native financial intelligence platform built entirely on Cloudflare's serverless ecosystem — Pages, Workers, D1, R2 — combined with Firebase for identity. What began as a personal finance blog evolved into a five-pillar ecosystem covering macro intelligence, stock & equity analysis, community mentorship, AI-powered news briefings, and a quantitative hedging engine.
The platform's centerpiece is the Daily Hustler AI — a multi-agent pipeline where specialized agents (Gatherer, Narrator, Analyst, Editor) automatically collect market-moving news, perform causal analysis, and publish structured daily briefings. Local LLM inference via Ollama (Qwen2.5 14B, DeepSeek-R1) runs on an Intel Arc iGPU using Vulkan, eliminating cloud inference costs entirely. Two independent Cloudflare Workers handle scheduled data ingestion: a macro-fetcher pulling FRED, Yahoo Finance, and SEC feeds, and a stock-fetcher managing fundamentals, insider/congress trades, and sector rotation signals.
The quant sidecar is a Python research engine implementing a multi-dimensional ZWW delta hedging algorithm for portfolios spanning crypto and precious metals. With 34+ D1 database migrations, a full community forum with analyst monetization, and dual-language (English/Vietnamese) support, Kasher represents one of the most architecturally ambitious fintech projects in this portfolio.
Key Highlights
- Real-time macro dashboard: interest rates, CPI, DXY, Gold, S&P 500, yield curves
- Multi-agent AI pipeline (Gatherer → Narrator → Analyst → Editor) for daily briefings
- Insider & Congress trade tracker with sentiment scoring
- Multi-asset delta hedging engine with crypto volatility prediction (Python quant sidecar)
- 34+ database schema migrations across Cloudflare D1 & R2
- Community forum with analyst marketplace and reputation system
- Dual Cloudflare Workers: macro-fetcher & stock-fetcher for automated data ingestion