FAQs
Your Questions Answered
I’ve taken some of the questions we get asked most frequently and compiled them in one place. If there’s something you still need to know or an answer isn’t detailed enough, please get in touch and I will get back to you shortly.

Why use this portfolio
The code base and models I created for each of my portfolio are rigorously tested with most of my code having a minimum test coverage of 93%. The models are of industry strength and are suited to South Asian conditions. Most of the models created and available en masse have huge issues sustaining their performance on detecting and digitizing faces of South Asian or African origin. The models whose results are shown in my portfolio specifically have these in mind.

Do you publish email newsletters?
Yes, I publish email newsletters on a bi-monthly basis. The newsletters feature the latest news in Generative AI and face digitization

Do I need a subscription to access my blogs?
Although I highly recommend you subscribe to my newsletter, you can always check up my website nonetheless to access any of my blog. It is and always will be free to everyone.
Services
Provide a general description of the items below and introduce the services you offer. Click on the text box to edit the content.

Creation of your machine learning modules of production ready systems
I use Kubernetes along with on prem Hadoop systems and Tensorrt to make inferences in real time for large scale systems. Use this to create your production ready application ( terraform skeleton ready by End of 2024)

Use my models as is or as a SAAS
Get in touch if either is needed

Pro bono consulting
I am committed to making the world a better place and offer pro bono consulting to focus on projects that reduce carbon emissions. I would love to hear about any exciting projects that you have, lets see how we can partner together to make an impact.