Previous projects.
Systems development
Machine learning
Developing a machine learning framework for use in a real estate system with a React-based front end hosted on GCP. The framework includes data upload, model training, evaluation and prediction.
[NLP, FastText, Python, Node, scikit-learn, GCP, Firestore, Cloud run, OpenAPI, JWT]
Software engineering
Real estate
Developing a machine learning framework for use in a real estate system with a React-based front end hosted on GCP. The framework includes data upload, model training, evaluation and prediction.
[NLP, FastText, Python, Node, scikit-learn, GCP, Firestore, Cloud run, OpenAPI, JWT]
App development
Machine learning
Design and development of a mobile first ‘sample gathering’ web application with a server-less backend in Azure. Implementation of model training and versioning pipeline. The models where used by another web application for prediction through a real-time Tensorflow JS implementation.
[Python, Node, Tensorflow, Keras, Javascript, Azure (Cosmos DB, Functions)]