Ching-Yin Ng (Alvin)

ML Engineer & Physics Student

I develop machine learning models for reliable weather forecasting using statistical methods and physical insights.

C
Python
SwiftUI
JavaScript
React
Node.js
PyTorch
XGBoost
Polars
HDF5
Git
LaTeX
uv
ruff
ty
Machine Learning
Physics
Meteorology

Manuscripts

TC-IRIS: Evaluating the Transferability of Video Foundation Models to Satellite-Based Tropical Cyclone Intensity Estimation and Rapid Intensity Change Forecasting

Tropical Cyclone
Video Foundation Models
PyTorch
Machine Learning

Medium-Range Sea Fog Prediction in Hong Kong Using Machine Learning

Fog
XGBoost
Machine Learning

Research Experiences

One-Year Research Intern (Hong Kong Observatory)

Meteorology
PyTorch
XGBoost
Machine Learning
Data Processing

Machine learning in automatic weather forecast and application in visibility prediction

Summer Research Intern (Physics Department, CUHK)

Python
Astrophysics
Statistical Analysis
Image Processing

Surface Brightness Fluctuation (SBF) method in determining extragalactic distance

Personal Projects

grav_sim

C
Python
N-body simulation
Visualization
Astrophysics
ODE solver

N-body gravity simulation library with C and Python API

hydroFV

C
hydrodynamics
PDE solver
OpenMP

Finite volume hydrodynamics solver for the compressible Euler's equation

QuestList

SwiftUI
App Development
iOS
macOS

All-in-one gamified to-do list and calendar app

c_traceback

C

A colorful, lightweight error-propagation framework for C

c_progress_bar

C

A simple progress bar library for C

ChessSL

PyTorch
ResNet
Machine Learning

Supervised Learning Chess engine with MCTS

Let's Connect