Isaac ThamLearning and Doing — what’s the balance?In school we don’t do enough, at work we don’t learn enough11 min read·May 9, 2024----
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----