I built a neural network that trades stocks - Joshua Kyan Aalampour 10/24/2025 — Transcript
Full transcript
- 0:00I built a neural network that traded
- 0:01stocks. It was consistently profitable
- 0:03for the last 5 years, even when the
- 0:04market was bleeding [music] in 2022. The
- 0:06way it works is that on every bar, I
- 0:07take a 64x12 feature window and run it
- 0:09through a causal temporal convolutional
- 0:11network. That embedding turns into the
- 0:12next bar probability. But the real
- 0:14secret sauce comes from a proprietary
- 0:15risk map I developed. I applied a
- 0:17neutral zone deadband, scaled the signal
- 0:18inversity with forecast volatility, and
- 0:20then capped [music] exposure. I still
- 0:21have a lot to learn, but I'm pretty
- 0:23happy with this so
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