Technical Talks & Workshops - page 2
I speak about building cloud native data applications. If you'd like me to speak at your event, drop me a mail at iamaatoh@gmail.com
Here's my profile on Sessionize.
Apr 18, '24 | Women TechMakers & GDG Cloud, Singapore
This talk explores the process of designing an AI chatbot using Retrieval Augmented Generation. We cover the technical components of building a RAG-powered chatbot using Vertex AI through a detailed code walkthrough. Following the walkthrough, there is a demo of the chatbot built using Vector Search and GCS. The nuances of building different kinds of knowledge bases and an evaluation framework for the decision to invest in chatbot development is also covered. [Slides]
Mar 16, '24 | GDG Cloud, Singapore
Hands-on workshop about the multimodality features of the latest Gemini Pro Vision model using Vertex AI [Slides]
Jan 19, '24 | Practical Blockchain, Singapore
Walk-through of analyzing the first Eth accounts and what they are doing now. [Slides]
Nov 18, '23 | GDG Devfest, Singapore
This talk walks through the process of transforming an unstructured database of over 22 million entities into a text-searchable resource. We deep-dive concepts of indexing, (n)grams and tf-idf. And explore the insights from the successes, challenges and limitations of this technical project. (with GCP) [Slides]
Nov 04, '23 | GDG Cloud Kuala Lumpur, Malaysia
This talk walks through the process of transforming an unstructured database of over 22 million entities into a text-searchable resource. We deep-dive concepts of indexing, (n)grams and tf-idf. And explore the insights from the successes, challenges and limitations of this technical project. (with GCP) [Slides] [Demo]
Oct 14, '23 | GeekcampSG, Singapore
This talk walks through the process of transforming an unstructured database of over 22 million entities into a text-searchable resource. We deep-dive concepts of indexing, (n)grams and tf-idf. And explore the insights from the successes, challenges and limitations of this technical project. (with AWS) [Slides]
Dec 14, '21 | Practical Blockchain, Singapore
Events in Solidity, smart contract best practices, minted our own (YAY!) token and swapped it on Uniswap
Dec 07, '21 | Practical Blockchain, Singapore
We cover basics of blockchains, Ethereum and code and deploy our first smart contract (a decentralized lottery app!) using the Remix IDE
Apr 03, '21 | GDG Singapore
Transitioning into the tech industry