I'm Zuokun OUYANG (欧阳佐坤) — Algorithm Engineer based in Beijing.
- 🎓 PhD in Computer Science & Signal Processing, University of Orléans (PRISME Lab, CIFRE program, 2023)
- Thesis: Time Series Forecasting — from Econometrics to Deep Learning
- 💼 Working on marketing algorithms at scale: coupon pricing, subsidy optimization, budget allocation & smoothing
- 🔬 Research interests: Causal Inference / Uplift Modeling, Time Series Forecasting, LLM Agents
- 🤖 Building side projects with LLM agents, MCP and AI-assisted engineering
- 🌍 Chinese / English / French
- ✍️ Blog
Causal Inference · Uplift Modeling · Meta-Learners · DR Policy Tree · CUPED · RCT Design
Time Series · ARIMA / ETS / Prophet · STL / EMD / VMD · LSTM · Transformer variants
Engineering · Python · PyTorch · TensorFlow · Spark / Hive / Hadoop · SQL
| Project | Description |
|---|---|
| Rankformer | Transformer variant with rank-based attention for long-horizon forecasting |
| STLformer | Decomposition-driven Transformer combining STL with sequence modeling |
| YetAnotherAlfredTranslator | Alfred 5 workflow for EN⇄ZH translation — zero dependencies, stdlib-only Python, multi-POS definitions & pronunciation |
