Danny danielsilvaperez

hey, i'm Danny 👋

CS student · 4+ years self-taught · building AI systems and trading infrastructure

Targeting: AI/ML · Backend/Systems · Full-Stack · AI Agent Development

🎓 CS student — finishing my bachelor's (self-taught 4+ years before formally starting)
🤖 I build autonomous AI agent systems that orchestrate LLMs to do real work
📈 I build production trading bots — live Kalshi BTC scalper with ML pipelines
⚡ I care about performance: Rust, edge inference, low-latency systems
🔍 Currently open to: AI/ML, backend, full-stack, and AI agent engineering roles

Production-grade algo trading with real capital on the line

Project	What it does
trading-core	Kalshi BTC volatility bot with LightGBM + PatchTST Transformer ML pipeline
kalshi-trading-bot	BTC 15m volatility scalper — logistic regression + Kraken WebSocket feed
kqmlp	Real-time control plane for ML inference + Kalshi orderbook visualization
whale-copy-rs	On-chain whale tracker — mirrors large wallet positions automatically
crypto-trading	Polymarket whale-copy system with Telegram bot, P&L charts, Kelly sizing

Autonomous agents that orchestrate models to do actual work

Project	What it does
adaptive-inference-runtime	Smart routing + speculative decoding + KV-cache compression for edge devices
agent-orcha	Parallel multi-agent CLI — Codex, Claude, Gemini, and Kimi collaborate on scaffolds
the-council	Multi-agent coding roundtable orchestrating 4 AI tools with shared context
sherlock	Tauri desktop app — investigative case mapping with Claude AI synthesis

Tech that solves real problems

Project	What it does
quitlab	Addiction recovery app using CBT, motivational interviewing, and urge surfing
job-search-automations	macOS automation toolkit for job search (the meta play)

💬 Always down to talk trading bots, AI agents, or why Arch is superior

_{⚠️ Disclaimer: MIT licensed. Educational purposes only. Not financial advice. Use at your own risk.}