Projects
Statistical research, applied machine learning systems, and open-source scientific software.
Research & Publications
Fast Bayesian Survival Inference
Closed-form coordinate-ascent variational Bayes for right-censored Weibull accelerated failure time models.
QRPCA
QR-decomposition PCA software with PyTorch and CUDA acceleration, published in Astronomy and Computing.
Neutrino Reconstruction
Undergraduate thesis on reconstructing neutrino directions from complex sensor data with Transformer attention.
Yonder
Open-source Python software for low-rank data denoising and reconstruction using singular value decomposition.
J-plus Catalogue
A catalogue of globular cluster candidates around the M 81/M 82/NGC 3077 triplet of galaxies
Applied Machine Learning
Highway Traffic Intelligence
End-to-end machine learning for incident-aware forecasting and highway imbalance analysis using PB-scale multimodal data.
Open Source & Tools
Hello-Algo
Python examples and exercises that introduce data structures and algorithms to beginners.
labml.ai
Chinese technical documentation for annotated deep-learning paper implementations.