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Software Developer Al & ML
GovernanceWorx • Fulltime
Mar 2024 - Present • 2 yrs 4 mos
The build: I designed a VWAP-reversion strategy with RSI extreme confirmation and volume filtering for Binance USDT-M Futures, then engineered it to run across multiple coins independently in a single bot — each symbol gets its own position tracking, capital allocation, and stop-loss/take-profit orders, with no shared state between coins so one pair's trade can never affect another's signal. Challenges I ran into and solved: Exchange quirks: Binance deprecated testnet futures mid-build, so I had to rework the connection logic to support demo/paper trading a different way, and handle exchange-specific rounding rules (DOGE, XRP, and TRX all round to different precision than SOL — wrong rounding gets orders rejected). Silent failures: Early on, API permission errors were failing quietly. I added structured logging for every signal, order, and error so nothing fails invisibly. Knowing what actually happened: Exchange-side stop-loss/take-profit fills don't show up as bot actions, so I built logic to detect when a tracked position disappears and reconstruct the real fill price and PnL from Binance's own trade history — no self-reported numbers.