Avinash SooriyarachchiBuild your own AI Coding Assistant with Databricks using Visual Studio Code and GitHub CopilotTools built with large language models are revolutionizing the way we interact with systems and GitHub Copilot, powered by OpenAI’s Codex…9 min read·Mar 3, 2023----
Avinash SooriyarachchiDatabricks AutoML + SQL = Streaming ML on the Lakehouse!Stack Overflow recently released their 2022 Developer Survey and among Professional Developers, SQL came ahead of Python as the 3rd most…11 min read·Jun 23, 2022--1--1
Avinash SooriyarachchiDon’t know SQL? Can you talk?Natural language queries to SQL with Transformer based language models7 min read·Mar 24, 2022----
Avinash SooriyarachchiUse of Convolutions for Time Series Prediction and Natural Language ProcessingDisclaimer: I assume familiarity with machine learning and a general sense of how feed forward (i.e., the most basic type of) neural…3 min read·Jul 22, 2021----
Avinash SooriyarachchiBuilding a Natural Language Processing API with FastAPI, SAS Viya, and DockerLearn how to build an NLP API combining the best of open source and SAS Viya8 min read·May 17, 2021----
Avinash SooriyarachchiInteractive Explainable Machine Learning with SAS Viya, Streamlit and DockerIf you want to get to the part about building the app and the code walk-through, skip the first 3 paragraphs ;). But in all seriousness, I…9 min read·Apr 14, 2021----