Panfeng Cao-image

Panfeng Cao

I am a Seattle based Full Stack Software and Machine Learning Engineer, currently working at Microsoft. Building reliable, scalable and robust machine learning systems that better serve customers has been the focus of my research efforts. Over the past 7 years at Amazon and Microsoft, I have gained industrial experience in applying ML to diverse systems such as payment, advertisement and cloud security. In college, I focused on developing efficient systems and models to extract patterns from big volumes of data and retrieve useful information.

about-me-image

About me

  • LocationSeattle
  • BachelorNanjing University, China
  • Current EmployerMicrosoft
  • MasterUniversity of Michigan - Ann Arbor, U.S.
  • InterestsReading, Hiking, Game Streaming, Computer/Phone Repair

Education

Master of Electrical and Computer Engineering

University of Michigan - Ann Arbor, MI, U.S.Aug 2015-Dec 2016

Machine Learning, Artificial Intelligence Foundations, Parallel Computing, Computer Vision, Natural Language Processing, Probability & Random Process, Signal Processing

Bachelor of Electrical and Electronics Engineering

Nanjing University, Nanjing, ChinaAug 2011-Jul 2015

Calculus, Linear Algebra, Analog & Digital Circuits Design, Probability & Stochastic Process, Fundamentals of IC Design, Computer Architecture, Cryptography & Information Security, Digital Image and Video Processing, Digital Signal Processing, Embedded System Design, Mathematical Modeling, Physics

Work

Machine Learning Engineer

Microsoft CorporationMay 2022-Present

I led engineering efforts to develop scalable data processing and security solutions, focusing on detecting anomalies in network traffic. I collaborated with product managers to define feature requirements, designed robust ETL pipelines to handle massive data volumes, and ensured the successful implementation of designs through effective leadership and mentorship. My work emphasized scalability, operational efficiency, and the delivery of high-impact outcomes in Azure security.

Machine Learning Engineer

Amazon.com IncFeb 2017-May 2022

I led cross-functional teams to deliver high-impact, scalable systems and solutions. My work included designing machine learning systems, developing multi-tier distributed systems, and building large-scale user-centric platforms that enhance scalability, reliability, and user experience. I collaborated with product managers and stakeholders to define feature requirements, create project milestones, and led engineering teams in implementation. My contributions focused on robust system design, operational excellence, and cross-team alignment to achieve critical business objectives.

Skills

Programming Languages
Frameworks
Java, Python, C/C++/C#, Bash, Perl, Ruby, SQL, JavaScript, R, Verilog HDL
Spring, Guice, .NET, Flask, Ruby on Rails, NodeJs, Pytorch, Tensorflow

Certificates

(Click Certificate to Enlarge)

HBSOnline
MIT ADSP Certificate
Scrum Master Certificate
Project Management Certificate

Get in touch.

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