Expertise include:
- Deep Learning using TensorFlow.
- Hybrid Recommender System using explicit and implicit feedback, contents such as defined features of items / users and text / images
- Feature Extraction from text and images using latent representations or feature classification
- Natural Language Processing for Chatbots, extracting meaningful data from images using OCR and so forth
- Regression and Probabilistic analysis for future value predictions for a range of business problems
- Constraint optimisation, Azure HDInsight Data Lake, end-to-end big data pipelines
Apart from ML, practical knowledge of building complete ML project pipelines from data gathering to deploying the system in production using CI/CD and scaling the containerized system with Kubernetes.
