Staff Research Scientist, ML Efficiency, Google Research
Tasks
- Advance sampling techniques
- Apply knowledge distillation
- Apply reinforcement learning
- Design instruction tuning
- Design pretraining formulations
- Develop large language model architectures
- Implement model compression
- Improve large scale optimization
- Improve thinking and reasoning workflows
- Improve training generalization
- Optimize inference engines
- Optimize kernels
- Optimize latency
- Optimize memory bandwidth
- Optimize model deployment pipeline
- Optimize workloads
- Use quantization strategies
Perks/Benefits
- N/A
Skills/Tech-stack
Applied Mathematics | Bandwidth Optimization | Computational statistics | Deep learning | Diffusion Models | Generative AI | Hardware acceleration | Inference Optimization | Instruction Tuning | Kernel optimization | Knowledge Distillation | Language Models | Language Processing | Large Language Models | Large Scale Optimization | Large-scale | Latency optimization | Machine Learning | Memory bandwidth | Memory bandwidth optimization | Model Compression | Natural Language | Natural Language Processing | Quantization | Reinforcement Learning | Sampling techniques | Scale optimization | Transformer Architecture
Education
Roles
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