Akshata Mohanty
Founder, Keis
Singapore
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Akshata (iamaatoh) is a Cloud Architect specializing in data applications. She is the founder of Keis, a tech consultancy that helps enterprises evaluate latest trends in tech like AI, ML, and Web3 by leveraging cost-efficient cloud-native approaches. She has 9+ years of experience, having served as senior engineer and tech lead at Awen AI, NasAcademy, Rakuten Viki and NUS. Akshata is a self-taught developer and graduated from IIT Kharagpur in India in 2015 with a Bachelors in Architecture. Based in Singapore, Akshata co-organizes GDG Cloud SG and Practical Blockchain SG. She enjoys teaching and doing tech walkthroughs to encourage cross-domain collaborators and professionals.
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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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