Machine Learning & Predictive Analytics

Custom ML models for prediction, scoring, detection and recommendation. Serving clients in the USA, Canada, Singapore, UAE & India.

Not every problem needs an LLM. We build classical and deep-learning models that predict, score, detect and recommend — trained on your data, explainable to your business and monitored in production.

Technologies: Python, scikit-learn, XGBoost, LightGBM, PyTorch, SHAP.

  • Recommendation and personalisation systems
  • Churn, propensity and lifetime-value models
  • Fraud and anomaly detection
  • Credit and risk scoring
  • Recommendation engines
  • Pricing and promotion optimisation
  • Explainability (SHAP) and bias checks