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I built out an automatic machine learning platform called Heimdall ML which helps anyone quickly deploy machine learning models to production. At a high level,
by joelreji 3y ago
I built out an automatic machine learning platform called Heimdall ML which helps anyone quickly deploy machine learning models to production.
At a high level, my platform will:
Ingest your data as a .csv file, clean up any irregularities and prepare the data for modeling, build the most Optimal model for you use case, show you a results report to show both the performance and biases associated with your model, create an API endpoint to help you build new experiences with your model
The cool thing about my platform is that it allows you the ability to embed machine learning into your platform with ease. You have the ability to fully customize your experience to wow you customers. I built this entire platform by myself from scratch and am looking to grow the user base!
The tool is completely FREE for hobby users! You can crunch some pretty large datasets (80 columns, 10K rows) with just the free version. If you have a use case that needs some big data processing, you will have to reach out to me directly so I can help set up a good plan for you. The reason for this is because the project is completely self funded and I want to be able to control the costs.
I was inspired to create this platform while I was in grad school because many of the firms giving us talks would talk about how they had teams of engineers who build out pipelines to bring a model to production. I personally believe there can be an easier way.
- ApolloRising 3y agoDoes it handle balancing the data it is importing to avoid bias in the initial data set?
- joelreji 3y agoIt does have some data balancing elements but if there is a bias it will be seen through the f-1, precision, recall metrics.
- ApolloRising 3y agoThank you