Isaac ThaminTowards Data ScienceFrom Data Scientist to AI Developer: Lessons Building an Generative AI Web App in 2023I’ve compiled a guide of technical tips for any data science enthusiast wanting to build a web app serving thousands of users.12 min read·Jan 21, 2024--14--14
Isaac ThaminTowards Data ScienceSummarize Podcast Transcripts and Long Texts Better with NLP and AIWhy the existing summarization approach is flawed, and a walkthrough of how to do better11 min read·May 3, 2023--4--4
Isaac ThamPodsmart: Summarize Podcasts with AIPodsmart summarizes podcasts with AI to help busy intellectuals learn more efficiently. We transcribe podcasts using latest AI models.6 min read·Apr 22, 2023--2--2
Isaac ThamUndercollateralized Lending in DeFi: Better Yields with Better Risk ManagementCredit is the crucial ingredient necessary to ignite economic growth — bringing tomorrow’s money forward to today to finance productive…18 min read·Dec 26, 2022--1--1
Isaac ThamMaking sense of macro turmoilTwo events, one past and one upcoming, are pivotal to understanding what is going on in the macroeconomy right now.8 min read·Jun 15, 2022----
Isaac ThaminTowards Data ScienceGenerating Music using Deep LearningIntroducing a new VAE-based architecture to generate novel musical samples15 min read·Aug 25, 2021--3--3
Isaac ThaminF1 CornerFascinating season-opening race in store — Bahrain Grand Prix Qualifying Report[WATCH: Highlights from Qualifying, Max Verstappen’s pole position lap]4 min read·Mar 28, 2021--1--1
Isaac ThamDon’t make algorithms the scapegoat for humanity’s mal-intent and ignoranceCoded Bias is a 2020 documentary directed by Shalini Kantayya exploring how the machine learning algorithms of today perpetuate bias and…11 min read·Mar 18, 2021----
Isaac ThamThe Creation of Drivers LicenseJanuary is typically a quiet month for pop music with everyone is waiting for the Grammy’s. But this year, even in January, the pop music…11 min read·Mar 17, 2021----
Isaac ThamSuper Bowl LV: Amidst the Pandemic, The Big Game goes onThe Super Bowl is the most watched event on television in America, the hallmark sporting and cultural occasion of the American calendar…12 min read·Feb 19, 2021----