Shivam Singhal is a Masters student studying Software Engineering at the University of Oulu in Finland.

Shivam's intern project was suggested by the leader of our Machine Learning Library, Roger Dev. While we already have ECL Code Document Generator, it required a refresh and update. Shivam's work involved evaluating the existing features, looking at potential weaknesses with a view to suggesting and implementing key improvements. Additional deliverables included providing testing documentation and a supportable GitHub repository. While this work will be helpful to those providing and using the HPCC Systems Machine Learning bundles. it will allow any ECL developer to generate user documentation from their code.

As well as the resources included here, read Shivam's intern blog journal which includes a more in depth look of his work.