Can plan projects and make decisions independently, consulting with others if needed
Identify customer needs and prioritize their tasks accordingly
Start with the simplest solutions and gradually add complexity as needed
Take sole responsibility for an entire subsystem
Have a passion for learning and a desire to stay up to date with the latest developments in the LLM field
LLM inference frameworks such as vLLM, DeepSpeed, TensorRT
LLM alignment techniques such as RLHF/RLAIF
MLOps tools and practices, including CI/CD for ML
K8s and Kubeflow
Scientific publications in the NLP field
A cluster of hundreds of NVIDIA GPUs as training infrastructure
Git for source control management
Python, PyTorch, and HuggingFace as an ML stack
Kubeflow and Weights & Biases for experiment tracking
TeamCity as a CI Automation system
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