Toh Hua
Software Engineer at Google
Singapore
Summary
🤩
Rockstar🎓
Top SchoolToh Hua is a software engineer based in Singapore with five years of hands-on experience building user-focused front-ends and machine learning tooling, currently working at Google. She contributes to prominent open-source projects like Hugging Face Transformers (improving model configs and docs) and BetterChatGPT (enhancing the UI/UX across web and desktop), reflecting a blend of ML-awareness and strong front-end craftsmanship. Her background spans research roles at NTU and HKU, internships in AI and Web3, and practical app development, giving her a rare mix of academic rigor and product delivery. Trained in both business analytics and computer science, she combines user empathy with data-driven thinking to ship meaningful projects that she describes as “making a difference to me and the world.”
4 years of coding experience
2 years of employment as a software developer
Summer School Computer Science, Summer School Computer Science at University of California, BerkeleyA Level GCE A Level, A Level GCE A Level at Hwa Chong InstitutionGCE O Level, GCE O Level at Nan Chiau High SchoolBachelor of Business (with specialization in Business Analytics) and Bachelor of Engineering (Computer Science), Bachelor of Business (with specialization in Business Analytics) and Bachelor of Engineering (Computer Science) at Nanyang Technological University Singapore
Github Skills (19)
transformers10
language-model10
system-configuration10
python10
typescript10
machine-learning10
custom-configuration10
front-end-development10
natural-language-processing10
typescript-types10
configurations10
nlp10
typescripts10
yml-configuration10
react10
Programming languages (7)
Github contributions (5)
ztjhz/BetterChatGPT
Mar 2023 - Mar 2023
An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
Role in this project:
Front-end Developer
Front-end DeveloperContributions:6 releases, 84 reviews, 108 commits in 17 days
Contributions summary:Toh primarily contributed to the front-end development of the project, focusing on the user interface for OpenAI's ChatGPT. Their commits involved significant modifications to the UI components, specifically the message display and interaction elements. The changes include enhancements to the markdown parsing, code block styling, and user interface improvements, demonstrating a focus on improving the user experience. These modifications align with the repository's goal of providing an accessible and user-friendly interface for interacting with the ChatGPT model.
better-chat-gptchatbotchatgptgpt-3gpt-4
huggingface/transformers
Oct 2022 - Oct 2022
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Role in this project:ML Engineer
ML EngineerContributions:4 commits, 6 PRs, 2 comments in 1 day
Contributions summary:Toh contributed to the configuration files of various transformer models, including Visual Bert, XLM-RoBERTa, and Ernie. They updated the configuration files to be compatible with doctests, ensuring proper model initialization examples are included in the documentation. The user also fixed an error in a Llama model's docstring. These changes indicate involvement in model development and documentation within the Hugging Face Transformers library.
pythonbertspeech-recognitionstate-of-the-artflax
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