Work in a smaller agile team within office of CTO on early tech prototyping and proof-of-concept of new and emerging technology to facilitate rapid technology transition within whole division.
Tech stack: Azure AI as a service, AutoGen, LangChain, Semantic Kernel.
Project: Creating transformer-based Natural Language Processing model for code generation from English text for Robot Operating System (ROS).
Tech stack: Pytorch, GPT, ROS, Gazebo, Python, Jupyter notebooks, CloudSim, Azure, CodeX.
Created data pipelines and metrics anomaly detection system for large-scale log data into production.
Tech stack: SQL and Presto, Python, Jupyter notebooks, Prophet for Machine Learning.