Case Studies
Our case studies showcase our expertise in transforming raw data into actionable insights. As data analytics specialists, we specialize in uncovering trends, optimizing processes, and driving informed decision-making.
Case study
This project was conceived to harness the power of deep learning algorithms for the precise classification of medical imaging, thereby enhancing diagnostic accuracy. One significant application of this model is to support healthcare professionals, such as radiologists, by offering faster and more precise assessments critical during the treatment planning phase.
Case study
In this project, I developed a classification model on publicly available Census Bureau data. I created unit tests in order to monitor the model’s performance on various data slices. I deployed the model using the FastAPI package and created the appropriate API tests. The slice validation and the API tests will be incorporated into a CI/CD framework using GitHub Actions.
Case study
In this project, we are presented with the following scenario: “You are working for a property management company renting rooms and properties for short periods of time on various rental platforms. You need to estimate the typical price for a given property based on the price of similar properties. Your company receives new data in bulk every week. The model needs to be retrained with the same cadence, necessitating an end-to-end pipeline that can be reused.”