Framework Selection
PyTorch is our default for research and training — its imperative programming model makes debugging intuitive and iteration fast. TensorFlow is our choice when production serving requires TF Serving, or when mobile deployment requires TensorFlow Lite.
What We Build
- Custom image classification and object detection models
- NLP models for text classification, summarisation, and entity extraction
- Time-series forecasting for demand planning and predictive maintenance
- Recommendation systems using collaborative and content-based filtering
- Production model serving with TorchServe and FastAPI endpoints