I'm Kuan-Hao Huang, a Data Scientist from Taiwan
- π You can call me Kuan-Hao, Wilson, or ε₯½θ±ͺ
- π Iβm currently working on Data Analytics for Pixel phones at
- π I utilize Statistical Analysis, Data Visualization, and Machine Learning to create business impact π°
- β‘ Iβm passionate about Machine Learning competitions
- βοΈ I own a blog in Mandarin. I write about data science, Python, and the book or online courses I enjoyed
- π¬ I'd love to have a conversation with you in English πΊπΈ, Mandarin πΉπΌ, or Japanese π―π΅
- πΈ I'm a guitar enthusiast as well. I share my playing on
YouTube every now and then
- π€ Won 11th place (top 1%) in a credit card fraud detection competition using XGBoost (Github: R Code)
- π₯³ Won 17th place (top 2%) in a financial product transaction prediction competition using RNN Deep Learning model
- πΆ 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)
- π Won 18th place (top 5%) in a image landmark detection competition using ResNet-Based Deep Learning model (Github: PyTorch Code, Blog Post)
- π€ Developed Union-Find algorithm to solve Multi-channel Contacts Problem in Shopee Code League 2021 (Github: Python3 Code, Blog Post)
- π§ͺ Orchestrated A/B testing process, reduced more than 20% Type-1 error rate (Github: Tutorial, Blog Post)
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent