Description

  • Work with the Cognitive WiFi team to research and develop techniques for anomaly detection, root cause analysis and auto remediation.
  • Develop ML models and measure their effectiveness across all of Arista’s customers.
  • Design, develop, and fine-tune Large Language Models (LLMs) for various applications such as natural language understanding, generation, summarization, and question-answering.
  • Work on extracting and analyzing data from a wide variety of Wi-Fi networks.
  • Develop proof of concepts and ship new features in Arista’s CloudVision Wi-Fi solution.
  • Possibly share the findings with a larger community through talks and blog posts.

     

Qualifications

 

  • Bachelor’s degree in computer science or a related field.
  • Minimum 5 years of experience in Data Science, Machine Learning and AI technologies.
  • Knowledge of Python or R and SQL.
  • Extensive experience with Large Language Models (LLMs), including architecture understanding, fine-tuning, prompt engineering, and deployment
  • Knowledge of Pandas (Python) or Tidyverse (R) libraries.
  • Experience in using Jupyter or RStudio/RMarkdown notebooks

Key Skills
Education

Any Gradute

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