Executive Stock Prediction
AI / FinTech / Python // 07/2025 - 02/2026

Executive Stock Prediction

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Mission Objective

An advanced FinTech pipeline that leverages LLM-based sentiment analysis on executive news and social sources to generate buy/hold/sell signals with high directional accuracy.

System Architecture

PythonGroq LLMMulti-threadingSentiment Analysis

Primary Functions

  • 01

    Built FinTech pipeline ingesting 100+ executive news & social sources daily using multi-threaded scraper

  • 02

    Integrated LLM-based sentiment classifier groq achieving 91% accuracy on executive stance detection

  • 03

    Engineered buy/hold/sell signal engine with 62% directional accuracy on backtested 12-month window

  • 04

    Reduced data lag to under 3 minutes for real-time analysis

Launch Interface
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