Projects

2024

2024-09-18
Personal Website
A research on personal websites to build this website
#frontend #typescript #astro #tailwindcss
2024-09-13
Covid Bayesian Analysis
A Bayesian analysis on COVID-19 pandemic in Hong Kong
#covid-19 #bayesian #python #pymc
2024-09-08
Full Stack Web Development in Rust
A full stack web development project using Rust and HTMX
#frontend #backend #rust #htmx #axum
2024-09-08
Routing Optimization using OR-Tools with Visualization
Used constraint programming to solve vehicle routing problem with time window and capacity constraints in Python using OR-Tools
#vrp #routing #mathematical-optimization #visualization

2022-04-22
Azure Forecast Pipeline
A pipeline for forecasting with Azure Machine Learning
#forecasting #azure #python #cloud
2022-04-17
State Space Model
A implmentation of a novel state space model using jax
#state-space-model #python

2021-08-25
Bayesian Change Point Detection
A Bayesian approach to detecting change points in time series data
#anomaly-detection #bayesian #python #pymc
2021-07-30
Kalman Filter on Synthetic Data
A Kalman filter implementation on synthetic data using Python
#kalman-filter #synthetic-data #python
2021-06-24
Gaussian Processes for Time Series Analysis
A Bayesian approach to time series forecasting using Gaussian Processes
#forecasting #bayesian #gaussian-processes #python #pymc