1. Objective¶
AgileSoDA has a Reinforcement Learning based MLops Platform Product. Creating an MLOps
platform designed specifically for reinforcement learning, making it easier to manage
simulators, environments, and numerous hyperparameters.
2. Role¶
The main skills I used in this product are : MLOps, PyTorch, NNI,
Linux,
RL, Customer Support.
Unit Test : Conducted unit tests, a testing method used to verify the
functionality of specific
components or modules within the platform.
Development : Development of test codes for reinforcement learning algorithm
libraries, version management of libraries, writing Dockerfiles, Git Flow collaboration.
Development of Python Web Framework based simulator
Manual : Created product manual and educational materials.
Customer Support : Provided customer support for education purposes and developed
examples cases for customers' easy use of the product.
3. Supplementary Materials¶
More information about the product can be found here