TrendScope – Real-time financial sentiment analysis on a cheap VPS

Show HN: TrendScope – Real-time financial sentiment analysis on a cheap VPS

Operating in show hn launch, TrendScope – Real-time financial sentiment analysis on a cheap VPS operates.

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Hey HN,I built this project because I kinda wanted to build something different from what I usually build. It's a financial sentiment analysis tool using distilled FinancialBERT which was quantized to int8 to run smoothly on a cheap cpu-only VPS without consuming much CPU or Memory.The Stack:Inference: ONNX Runtime (Distilled FinancialBERT quantized to Int8).Backend: Python (Celery) for the heavy lifting + a simple FastAPI app to serve the frontend.Frontend: SvelteKit (visualizing the live data).I wrote more about it here: https://mohammedeabdelaziz.github.io/articles/trendscope-mar...You can view the repo here: https://github.com/MohammedEAbdelAziz/TrendScopeI am happy to answer any questio

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Website: trendscope.akamaar.dev