Articles by Avinash Sooriyarachchi

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Harnessing Machine Learning for Anomaly Detection in the Building Products Industry with Databricks

December 22, 2023 by Joy Garnett, Avinash Sooriyarachchi and Sathish Gangichetty in Customers

Introduction Anomaly detection is widely applied across various industries, playing a significant role in the enterprise sector. This blog focuses on its application...

Even Santa Claus has AI fever

December 15, 2023 by Alex Miller, Kunal Marwah, Mikaila Garfinkel and Avinash Sooriyarachchi in Data Strategy

As CEO of the North Pole, Santa Claus oversees one of the world’s most complicated supply chain, manufacturing and logistics operations. Every year...

Efficient Fine-Tuning with LoRA: A Guide to Optimal Parameter Selection for Large Language Models

August 30, 2023 by Avinash Sooriyarachchi in Engineering Blog

With the rapid advancement of neural network-based techniques and Large Language Model (LLM) research, businesses are increasingly interested in AI applications for value...

There’s No AI in Pumpkin Pie, But There Should Be: Delivering Novel Application Experiences Using ML & AI

November 8, 2022 by Avinash Sooriyarachchi, Nicole Jingting Lu, Bryan Smith, Sam Steiny and Mikaila Garfinkel in Platform Blog

The holiday season is upon us and with it, all the rich and delicious foods that warm our bodies and challenge our waistlines...

Near Real-Time Anomaly Detection with Delta Live Tables and Databricks Machine Learning

August 8, 2022 by Avinash Sooriyarachchi and Sathish Gangichetty in Solutions

Why is Anomaly Detection Important? Whether in retail, finance, cyber security, or any other industry, spotting anomalous behavior as soon as it happens...

Building a Similarity-based Image Recommendation System for e-Commerce

March 1, 2022 by Avinash Sooriyarachchi in Machine Learning

Why recommendation systems are important Online shopping has become the default experience for the average consumer – even established brick-and-mortar retailers have embraced...