Yan Li
- Role
- Technical Lead at Meta
- Location
- Stony Brook, NY, US
- LinkedIn followers
- 500 followers
Experience
Technical Lead
Oct 2020 — Present
Responsibility: build generic ML platform to enable reliable, efficient-to-use and scalable infrastructure to empower large-scale Meta AI business needs. • PyTorch Model Transformations:* Designed the frameworks and led a team to implement in-training and post-training model transformations.* Shipped optimization techniques to Ads and IG models to improve serving efficiency.* Led the production readiness for monitoring and tooling. • Generic Model Processing Platform (GMPP): evolve the generic framework for post-training model processing.* Re-designed the model processing API and the underlying framework for usability and extendibility.* Unifying model processing workflows for Ads/IG/Transfer Learning
Skills
- Eclipse
- Simulations
- C
- Finite Element Analysis
- Programming
- Linear Algebra
- Latex
- Data Analysis
- Computational Mathematics
- Machine Learning
- Mathematics
- Applied Mathematics
- Mathematical Modeling
- Partial Differential Equations
- Teaching
- Numerical Analysis
- Linux
- C++
- Vba
- Matlab
- Mathematica
- Statistics
- Microsoft Excel
- Computational Geometry
- Modeling
- Algorithms
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