AI in the real world -- 3. Make your own Grammarly

Grammarly is one of the major breakthroughs that AI has made in this decade. I am presuming that most of us know what Grammarly is and how we are hugely benefited by such a tool. What if I tell you that you can make your own minimal spell corrector tool easily without expertise in coding using Transformers. Well, let's not wait and dive into the post. So we will not be able to achieve performance similar to Grammarly but we can easily reach base accuracy by building a simple sequence to sequence model for spelling errors and zero-shot learner for the classification task.