“士之读书治学，盖将以脱心志于俗谛之桎梏，真理因得以发扬。” —— 陈寅恪
“Science is not the exclusive province of experts and scholars; it is within everyone’s reach, and whoever undertakes it should arrive at the same results.” —— Senku Ishigami
- 🔭 Currently, I'm a Machine Learning Engineer at ByteDance(again).
- 🔭 Before this, I'm a Machine Learning Engineer at NetEase Fuxi, focusing on Data-Centric AI.
- 🔭 Earlier, I worked at ByteDance as an Machine Learning Engineer in the AIOps field.
- 🔭 Prior to that, I contributed to algorithm research in network security (risk management) at Tencent.
- 🔭 My academic roots lie in statistics, having earned both my undergraduate degree from Hainan University (HNU) and my graduate degree from Sun Yat-sen University (SYSU) in this field.
- 🤖 kcastle
- 🐍 ai glimpse: toyllm, toynlp, toydl, toyml, toyrl
- 🦀 libspot-rs, bleuscore
- ⚛️ calvino
- 2025-11: BERT 论文复现
- 2025-05: LLM KV Cache: A Simple Implementation
- 2025-03: LLM Speculative Sampling
- 2025-02: Deepseek GRPO 中的 KL Divergence
- 2025-02: 大语言模型与深度学习书籍推荐
- 2024-12: LLM in 2024
- 2024-08: Dawid-Skene 算法
- 2025/02: Python算法库构建实践——复杂必须存在于某处
- 2023/12: MPPT: A Modern Python Package Template
- 2023/08: Data Mining Odyssey
- 2020/09: Technical debt in machine learning systems
