I'm Kuan-Hao Huang, a Data Scientist from Taiwan
- 😄 You can call me Kuan-Hao, Wilson, or 好豪
- 🔭 I’m currently working on Data Analytics for Pixel phones at
- 🚀 I utilize Causal Inference, Data Visualization, and Statistics/Machine Learning to create business impact 💰
- ⚡ I’m passionate about Machine Learning competitions
- ✏️ I run an English tech blog (along with a Mandarin version). I write about data science, Python, and the books or AI tools I enjoyed
- 💬 I'd love to have a conversation with you in English 🇺🇸, Mandarin 🇹🇼, or Japanese 🇯🇵
- 🎸 I'm a guitar enthusiast as well. I share my playing on
every now and then
- 🤠 Won 11th place (top 1%) in a credit card fraud detection competition using XGBoost (Github: R Code)
- 🥳 Won 17th place (top 2%) in a financial product transaction prediction competition using RNN Deep Learning model
- 🐶 Won 10th place (top 3%) in an environmental sound classification competition using DenseNet Deep Learning model and Spectrogram feature engineering (Github: PyTorch Code, Blog Post (Mandarin))
- 🙂 Won 18th place (top 5%) in a image landmark detection competition using ResNet-Based Deep Learning model (Github: PyTorch Code, Blog Post (Mandarin))
- 🤖 Developed Union-Find algorithm to solve Multi-channel Contacts Problem in Shopee Code League 2021 (Github: Python3 Code, Blog Post (Mandarin))
- 🧪 Orchestrated A/B testing process, reduced more than 20% Type-1 error rate (Github: Tutorial, Blog Post (Mandarin))
