AI Pharma Decision System
AI-Powered Pharmaceutical Intelligence Platform
An end-to-end AI platform transforming raw pharmaceutical data into actionable business intelligence. Applies BERT sentiment analysis on patient reviews, XGBoost drug effectiveness prediction, LSTM demand forecasting, clinical trial success prediction, and a rule-based Decision Intelligence engine that converts ML outputs into specific prescriptive business recommendations.
Key features & capabilities.
BERT-enriched patient review sentiment analysis and side-effect extraction
XGBoost drug effectiveness classifier + demand prediction regression
LSTM deep learning model for time-series demand forecasting
Decision Intelligence engine: converts ML signals into prescriptive business actions
Clinical Trial success probability predictor (Phase-level)
Interactive Streamlit dashboard across 7 specialized pages
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