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- synthetic control
2026
End-to-end synthetic fintech data product — dbt metrics, CUPED A/B experimentation, activation model, geo-lift referral analysis, pricing intelligence, FastAPI service, and a full GCP deployment path with BigQuery, Cloud Run, and Cloud Monitoring.
- Python
- dbt
- DuckDB
- BigQuery
- Cloud Run
- FastAPI
- Streamlit
- Marimo
- scikit-learn
- synthetic control
- GitHub Actions
- GCP
2025
Classical ML benchmark on FBANK speech features. Improved speed-classification accuracy from 79.2% to 86.6% via feature standardisation and kNN tuning. Compared kNN, Logistic Regression, Linear SVM, Random Forest with detailed error analysis.
- Python
- scikit-learn
- NumPy
- FBANK