Amitendra Jana@sms1tcil

The Medic (System Layer): A Python-based scraper that audits kernel-level telemetry and hardware forensics to detect instability. The Sentinel (Execution Layer): A high-speed trading engine scanning 22 technical patterns via the Alpaca HFT API. S.A.T. is a hardware-aware HFT engine for AMD MI300X that uses Gemini 1.5 Flash to interpret system jitter and kernel logs, protecting trading revenue from hardware-induced slippage. this is a very important helper to HFT firms who have lost huge amounts of money because their hardware submitted a stale trade this is a big issu that is why i have decided to build this model the model has 2 iterations a gui one and a cli one i will show my gui code and cli performance as the gui prototype crashed

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