The founding team at CodeZero have been working in the AI & ML space for over 5x years and have extensive experience in building proprietary software that is focussed in this area. There are a lot of misconceptions about AI, ML & HPC around how much it should cost to run a small scale PoC and then rolling that system into production.
Costs have become prohibitive and the dearth of Data Scientists means that it is very difficult for businesses to get a foot on the ladder without heavy investment into areas that aren’t widely understood. Compute, Storage and Networking costs have been spiralling out of control due to the industry message that we need huge amounts of data and then in turn, vast amounts of compute resources to derive any value from that data.
Our approach is the complete opposite, we truly understand Data Science, Data Mining, Data Engineering, Infrastructure & Architecture, which allows us to target a small subset of data and subsequently design a platform and modelling techniques to meet the customers needs.
As Software Engineers we are able to optimise the codebase and scripts to ensure that we only use what we need to, which reduces inefficiencies throughout the project lifecycle.
We understand development pipelines as well as things like Kubeflow and MLOps which gives us an edge over the competition. When you combine this with our expertise and experience with Data Lakes, Data Warehouses and Data Analytics, CodeZero can provide a cradle to the grave service from inception, rollout to a fully managed service.
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