Akshata Mohanty
Founder, Keis
Singapore
Akshata is the Founder of Keis, a tech consultancy for startups. She is an engineer with 8+ years of experience in software product development across edtech, media, and fintech sectors. She is also a certified Professional Cloud Architect and co-organizer of GDG Cloud SG and Practical Blockchain. She used to be an architect (for buildings!) and likes to algorithm-ize design. Outside of work, she loves traveling, painting, and connecting with fellow tech enthusiasts.
Area of Expertise
Topics
Good (n)gram Hunting: Building Serverless Search at Zero* Cost
This talk walks through the process of transforming an unstructured database of over 30 million entities into a text-searchable resource. Instead of using an existing solution, we built our search in-house using ngrams, serverless computing and object storage. We will deep-dive concepts of indexing, (n)grams and tf-idf. And explore the insights from the successes, challenges and limitations of this project.
Good (n)gram hunting: How we built search in-house at (almost) zero cost
This talk walks through the process of transforming an unstructured database of over 30 million entities into a text-searchable resource. Instead of using an existing solution, we opted to build our search in-house using ngrams, serverless computing and object storage. We will deep-dive concepts of indexing, (n)grams and tf-idf. And explore the insights from the successes, challenges and limitations of this technical project.
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