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I was researching ML for finances (portfolio management problem) and found that sentiment analysis is very important for automated trading decisions.

I knew that Telegram has many private/paid trading groups so I decided to build a tool that can help to extract some valuable insights from such groups.

I also thought about a use case where you want to read specific users/messages in crowded groups — this problem the product had to solve as well.