What it does
It makes us fake money (hopefully)
How we built it
We used a bag of words / ngram model to predict price movements from news snippets.
Challenges we ran into
We had a large black swan event where we lost 30k in one trade. After that we introduced some safety measures to prevent similar trades from executing in the future.
Accomplishments that we're proud of
Before that one bad trade we where actually doing pretty well.
What we learned
We learned the mechanics of order books and the importance of having good safeguards when deploying a live system.
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