Ray is CTO of Element55 in Cambridge, MA. He has been a quantitative analyst since 1995, a software developer since 1998, and a founder since 2003. He cannot write backwards on a whiteboard, disqualifying him as a true data scientist. Nevertheless, he has been learning and teaching applied machine learning techniques, particularly as they relate to mobile application development.
Protocol Buffer. HDF5. TFLite. Pickle. They all hold model weights and/or code, and in many cases they can and do hold the same ones. Understanding how they work and how to unpack them outside of our tools gives us insights into how the tools themselves work, and how we can pipe our models around, and make them more useful for our customers - often app developers!
for free. You
can too.
