Actuarial science grad

Why did your sentiment analysis fail ? I would keep working on that, the last stages of a project is where you really learn the most.

I was gonna build a sort of monolithic model which takes in articles titles and text and then performs sentiment analysis and named-entity relation so that it would automatically tell me the correlation with the change in stock price but... these are the main websites for Pakistani news and just look at their frontpage

https://tribune.com.pk/business/

https://www.dawn.com/business

https://thefinancialdaily.com/

All of the news is mostly doom and gloom about the government and rarely anything is posted about news related to specific companies (especially second tier ones). I could custom search for it but again, rarely anything worthwhile is posted. I could move away from Pakistan but that would mean that Ill have to start web scraping again from scratch from another website (not that thats an issue)

Who do you want to stand out for ?

No idea yet lol, might go down the startup route or just do my masters (and phd) in business intelligence/analytics or AI or finance. Could become a quant too... or pursue CFA. Too many options right now, currently Im researching on financial statements table detection/extraction in a research lab here but besides that need another personal project to work on in my downtime

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