Inspiration
Everyone of us in the team were new to market-making and trading strategies. We wanted to learn and gain in-depth knowledge about key financial concepts and how trading decisions are made in real time while utilising Machine Learning.
What it does
Our trading bot utilises sentiment analysis to trade Optiver's simulated exchange.
How we built it
Challenges we ran into
All of us in the team were very new to concepts related to market-making as well as utilising ML to carry out text-classification. (Also: Not making money!)
Accomplishments that we're proud of
Managing to complete the challege! We came third!
What we learned
NLP, ML, Trading Concepts and Key market-making concepts.
What's next for Market Making using NLP
More in depth sentiment analysis built on a strong market making
Built With
- python
- transformers
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