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Service

Data Science & ML

Production-ready machine learning models that deliver measurable business impact — from prediction and classification to optimization and automation.

What We Build

ML models and data science solutions that go from notebook to production.

Predictive Modeling & Forecasting

Build ML models that predict customer behavior, demand patterns, revenue trends, and operational risks with high accuracy.

  • Time series forecasting
  • Regression & classification
  • Feature engineering
  • Model interpretability

NLP & Text Analytics

Extract insights from unstructured text — sentiment analysis, entity extraction, topic modeling, and document classification.

  • Sentiment analysis
  • Named entity recognition
  • Text summarization
  • Document classification

Computer Vision Solutions

Image recognition, object detection, and visual inspection systems for manufacturing, healthcare, and retail use cases.

  • Object detection
  • Image classification
  • OCR & document processing
  • Video analytics

Anomaly Detection & Fraud Prevention

Identify unusual patterns in real-time — fraud detection, network intrusion, equipment failure prediction, and quality monitoring.

  • Real-time scoring
  • Unsupervised detection
  • Threshold optimization
  • Alert systems

Recommendation Systems

Build personalized recommendation engines for e-commerce, content platforms, and internal knowledge management systems.

  • Collaborative filtering
  • Content-based filtering
  • Hybrid approaches
  • A/B testing framework

MLOps & Model Monitoring

Deploy models to production with CI/CD pipelines, model versioning, drift detection, and automated retraining.

  • Model versioning (MLflow)
  • Drift detection
  • Automated retraining
  • Performance dashboards

Technologies & Frameworks

PythonScikit-learnTensorFlowPyTorchXGBoostHugging FaceMLflowAzure MLAWS SageMakerPandasNumPyspaCyOpenCVNLTK

Related Projects

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HR Analytics & Predictions

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Marketing Attribution Modeling

JTX Fitness, UK

Cross-channel attribution with BigQuery ML integration

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Ready for Predictive Intelligence?

ML models that move from concept to production — delivering measurable ROI from day one.

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