Built a fully automated crypto arbitrage scanner that monitors 5 major exchanges simultaneously every 10 seconds across 20 top coins, firing instant Telegram alerts when a price spread exceeds 1.5%.
The system fetches live prices concurrently from Binance, Coinbase, Kraken, KuCoin, and OKX using async HTTP requests, calculates spreads across every exchange pair in real time, and delivers formatted alerts with exact buy/sell prices and estimated profit per $1,000 invested.
Key engineering highlights:
· Async architecture (Python asyncio + aiohttp) for concurrent exchange polling with zero blocking
· On-chain payment verification - subscribers pay in USDT/USDC and the bot verifies the transaction directly on Polygon/BSC via block explorer APIs, no payment processor needed
· Telegram subscription bot with full admin controls, auto invite link generation, and renewal handling
· Live web dashboard (Flask + Chart.js) showing real-time spreads, alert history, and revenue stats
· Deployed on Railway with persistent storage, graceful shutdown handling, and health check endpoints
A closer look at ROVR, a landing page concept for an autonomous delivery robot.
A robot at your door is new for most people, so every section answers a question a first time customer would ask: how it gets here, what it can carry, what it costs and what happens if it gets stuck.
Our favorite part is the FAQ, rebuilt as a chat where you can ask ROVR anything.
What would you want to know before a robot delivers your groceries?
Love the idea of turning the FAQ into a conversation. My first question would be: what happens when the robot encounters something unexpected mid-delivery? Showing how ROVR handles those moments could build more trust than any feature list.
FirstRound AI is a full-stack, AI-powered hiring and career development platform connecting employers and job seekers through intelligent automation.
Built with Base44, React, ElevenLabs, Tavus, and LLM integrations, it offers AI voice and video interviews, job discovery, candidate assessments, workforce training, and career simulations.
The platform unifies recruitment, applicant management, employer intelligence, and professional development into one scalable ecosystem.