ekemjah5-sys/Predictive-Chemical-Forensic-Intelligence-

Open-access machine learning pipeline for high-throughput chemometric screening of precursor impurities. Restores tracking determinism for illicit synthetic networks across West African transit nodes (Seme Border, Apapa Port) using optimized Random Forest architectures with 100.00% target routing accuracy. # Predictive-Chemical-Forensic-Intelligence- Open-access machine learning pipeline for high-throughput chemometric screening of precursor impurities. Restores tracking determinism for illicit synthetic networks across West African transit nodes (Seme Border, Apapa Port) using optimized Random Forest architectures with 100.00% target routing accuracy. # Predictive Chemical Forensic Intelligence Framework Computational pipeline for high-throughput screening of precursor impurity profiles in West Africa. ## Execution Order 1. Run structure optimization: `python pipeline/forensic_engine.py` 2. Extract forensic descriptors: `python pipeline/forensic_passport.py` 3. Generate sample matrix: `python pipeline/forensic_informatics.py` 4. Train/test classifier: `python pipeline/forensic_ml.py` 5. Generate publication flowchart: `python pipeline/forensic_flowchart.py`