High Quality Data Products
We’re medical data experts! This means we’ve developed and shipped products in one of the hardest industries to be in. If you get it wrong, people die. We will bring that same level of quality to your company.
To get high quality data products there are no short cuts. Its not just about the model. Its about all functions of the company working together. For a quality data product you need your data science, data engineering and product management working in harmony. You need the technical capability to build a model that meets the users needs, while being able to deploy it at scale. This is where we come in!
Our Past Experience
Data Models
Time series: classification, anomaly detection and prediction.
Imaging: classification, semantic segmentation (zero-shot and custom).
Generative AI: free-text to relational data, optical character recognition.
Analysis: Hardware performance
Data Engineering
OLAP database of TBs of time series data (created from normalised databases).
Real time analytics dashboards.
Databricks Spark development environment.
Data model CI/CD with data validation and data lineage.
Product Management
Created development process to comply with ISO and FDA standards.
Created regulatory process documentation.
Led organisational changes to be more product focused.
Set up User Forums of power users to give feedback weekly on product development.
Co-ordinated development across hardware, software and data functions.
Led product discovery process for user desirability and company viability.