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Andy Phua

AI Engineer


How to Fine-Tune Table Transformer on Your Own Domain-Specific Data

Learn how to fine-tune Microsoft’s Table Transformer for more accurate table detection and structure recognition in your domain

How to Annotate Tables in Label Studio for Table Transformer Fine-Tuning

Step-by-step guide to setting up Label Studio locally, configuring labeling setup for table detection and structure recognition, and exporting COCO datasets.

My 'Secret Sauce' for the Inaugural Singapore Nationwide AWS Large Language Models League (LLML) 2024

I am incredibly humbled and fortunate to come in 1st place in the inaugural Singapore Nationwide AWS Large Language Models League (LLML) 2024! I was extremely heartened to have had several individuals reached out to discuss and share their experiences and approaches in tackling this competition. So I wanted to share my personal experiences and lessons learnt.

Decoding Singapore Electoral Boundaries

Let’s examine Singapore’s electoral boundary delineation and investigate how boundaries have changed in recent elections through the use of a visualization dashboard. Explore and analyze the shifts in electoral boundaries, their potential impacts on election outcomes, and what can changes can we expect in the upcoming General Election.