I have been in the field of ML for over 3 years now. I started as most ML engineers do, in a research gig working on several hefty problems of Computer Vision and NLP.
After that i shifted to a more leadership role where i stepped up to lead the ML department from conception of the idea to production deployment and client engagement.
In these 3 years i can safely say i have become more than able in developing and deploying ML products, keeping in mind the business intricacies and client needs and wants. [login to view URL]