The product team have released a new tile for Power BI which can make a very nice representations of a Gantt Chart. Blow is an example of what the Gantt chart in Power BI Designer.
The tile can be downloaded here.
To use the tile, simply download it and import it to Power BI Desktop.
The tile have a number of fields and measures, if you have trouble figure them out you can download my sample .pbix file here