Shivay Lamba (~shivaylamba) |
I will be talking about TFJS Converter, the inner architecture and functioning of it. I will showcase certain code samples for TFJS Converter and will also discuss on how to contribute to open sourced TFJS and TFJS Converter.
OutLine for this Talk ( 30 Minutes ) :
- Brief intro about TensorflowJS. ( 5 minutes )
- Brief discussion on standard ways of deploying python Machine learning models with Flask and Django in a web application ( 2 minutes )
- Introduction about TensorflowJS Converter ( 7 minutes )
- Architecture of TFJS Converter ( 2 minutes )
- Practical demo of steps to be followed for using TensorflowJS Converter ( 10 minutes )
- Few demo Python ML models converted to Nodejs Backend using TFJS Converter and ending notes ( 4 minutes )
Presentation : https://docs.google.com/presentation/d/1lPhis21uR_oTL-U5i_KmQX_oz-SWlkXnRHy_49aPafs/edit?usp=sharing
Talk given at Belpy 2021 : https://www.youtube.com/watch?v=yh9KhbU7l_Y
Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development.
He is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and is currently a MLH Fellow. He has also interned at organizations like EY, Genpact. He is actively involved in community work as well. He is a TensorflowJS SIG member, Mentor in OpenMined and CNCF Service Mesh Community, SODA Foundation and has given talks at various conferences like Github Satellite, Voice Global, Fossasia Tech Summit, TensorflowJS Show & Tell.
Find me at : - Github : https://github.com/shivaylamba - Linkedin : https://linkedin.com/in/shivaylamba - Twitter : https://twitter.com/howdevelop
Previous Talks : - Github Satellite : https://www.youtube.com/watch?v=RmcMORdFMQA - Node Congress : https://www.youtube.com/watch?v=Riqbl6zFdak - FOSSASIA Tech Summit : https://www.youtube.com/watch?v=C1_eRbt_Sz0 - Belpy 2021 : https://www.youtube.com/watch?v=yh9KhbU7l_Y - Voice Global Summit : https://www.modev.com/en/workshop-blog/shivay-lamba