Sheng Yang
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Sheng Yang

Linkedin Profile
Machine Learning Engineer at Meta | San Francisco Bay Area
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About Sheng Yang

  • Sheng Yang currently serves as a Principal Machine Learning Engineer at Palo Alto Networks, where he leverages his extensive expertise in full-stack data science and machine learning to drive innovative solutions in cybersecurity. With a strong focus on Retrieval-Augmented Generation (RAG) and fine-tuning large language...
    Sheng Yang currently serves as a Principal Machine Learning Engineer at Palo Alto Networks, where he leverages his extensive expertise in full-stack data science and machine learning to drive innovative solutions in cybersecurity. With a strong focus on Retrieval-Augmented Generation (RAG) and fine-tuning large language models (LLMs), Sheng is at the forefront of developing advanced chatbots that enhance user interaction and streamline security operations. His work involves integrating generative AI techniques to create intelligent systems capable of understanding and responding to complex queries, thereby improving the overall efficiency of cybersecurity measures. Sheng's proficiency in programming languages such as C++, Scala, and Python, combined with his deep knowledge of frameworks like TensorFlow, Keras, and PyTorch, allows him to build robust machine learning models that can handle vast amounts of data. His experience with Monte Carlo simulations and molecular dynamics further enriches his analytical capabilities, enabling him to model and predict system behaviors with high precision. At Palo Alto Networks, Sheng is also involved in key projects that focus on enhancing threat detection and response through AI-driven insights. His ability to bridge the gap between theoretical machine learning concepts and practical applications makes him a vital asset to the team. As the landscape of cybersecurity continues to evolve, Sheng Yang remains committed to pushing the boundaries of what is possible with AI, ensuring that organizations can stay one step ahead of emerging threats.
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  • Sheng Yang Work

    • Machine Learning Engineer at Meta in November 2024 to Present
    • Machine Learning Engineer at Palo Alto Networks in October 2017 to November 2024
  • Sheng Yang Education

    • University of Michigan, Doctor of Philosophy (Ph.D.)
    • Fudan University, Bachelor's degree
  • Sheng Yang Skills

    • RAGConvolutional Neural Networks (CNN)XGBoost
      Generative AILarge Language Models (LLM)First Principle CalculationNatural Language Processing (NLP)Google Cloud Platform (GCP)TensorFlowMachine LearningPython (Programming Language)JavaData MiningMatlabRArtificial Intelligence (AI)C++Monte CarloMolecular DynamicsScala 语言Deep LearningKerasPyTorchAirflow

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  • About Sheng Yang's Current Company

  • Frequently Asked Questions about Sheng Yang

    • What is Sheng Yang email address?
      Email Sheng Yang at p***g@gmail.com, p***g@umich.edu and [email protected]. This email is the most updated Sheng Yang's email found in 2024.
    • How to contact Sheng Yang?
      To contact Sheng Yang send an email to p***g@gmail.com, p***g@umich.edu or [email protected].
    • What company does Sheng Yang work for?
      Sheng Yang works for Meta
    • What is Sheng Yang's role at Meta?
      Sheng Yang is Machine Learning Engineer
    • What is Sheng Yang's Phone Number?
      Sheng Yang's phone (**) *** *** 261

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