Meng Guo

Meng Guo Email and Phone Number

Senior Data Scientist at Amazon @ Amazon
Meng Guo's Location
Greater Seattle Area, United States, United States
Meng Guo's Contact Details

Meng Guo work email

Meng Guo personal email

n/a
About Meng Guo

Meng Guo is a Senior Data Scientist at Amazon at Amazon. They possess expertise in python, microsoft office, research, c, stata and 39 more skills. Colleagues describe them as "I recruited Meng from a deep learning course that I teach at Washington University in St. Louis as an adjunct. As an adjunct instructor I have the benefit of recruiting the top students from my course for RGA. I was immediately impressed by Meng’s analytics and Python programming skills. Her strong coding abilities give her the ability to express complex modeling and feature engineering ideas to further enhance our models. Meng is very adept at working either individually (with minimal supervision) or as part of a team. Everything that Meng has produced for us has been high quality, with very good attention to detail. She is a great communicator and is able to quickly grasp requirements and ask questions to ensure complete understanding. This summer she began some of our initial deep learning analysis of the NHANES activity dataset to predict mortality. She was assigned to create both the convolutional neural networks used to analyze the time series data, as well as the feature encoding of this unique dataset. Meng also helped with the conversion of one of our models to Cython. We were sufficiently impressed with her summer work and offered a continuation into the fall semester. Meng has been a great intern for RGA and is a valuable addition to any data science team."

Meng Guo's Current Company Details
Amazon

Amazon

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Senior Data Scientist at Amazon
Meng Guo Work Experience Details
  • Amazon
    Senior Data Scientist
    Amazon Jul 2024 - Present
    Seattle, Wa, Us
  • Amazon
    Data Scientist Ii
    Amazon Apr 2021 - Jul 2024
    Seattle, Wa, Us
  • Amazon
    Data Scientist
    Amazon Mar 2020 - Apr 2021
    Seattle, Wa, Us
  • Neocova
    Student Consultant - Machine Learning
    Neocova Sep 2019 - Dec 2019
    Austin, Texas, Us
  • Reinsurance Group Of America, Incorporated
    Data Science Intern
    Reinsurance Group Of America, Incorporated Jun 2019 - Dec 2019
    Chesterfield, Missouri, Us
    • Performed data cleaning, data wrangling and exploratory data analysis on 9k+ individual-level activity data in Python• Visualized data to analyze activity patterns, and presented findings to VP about possible features • Predicted mortality by survival analysis in R with 16 features extracted from Convolutional Neural Network, yielding 10% improvement on model’s goodness of fit• Deployed 8 models by building an executable application for clients to automate scoring process, reducing workload by 50%• Built Docker Containers that could handle batch data or streaming web data to facilitate model deployment production pipeline
  • Olin Business School At Washington University
    Teaching Assistant Of Predictive Modeling
    Olin Business School At Washington University Feb 2019 - Dec 2019
    St. Louis, Mo, Us

Meng Guo Skills

Python Microsoft Office Research C Stata Data Analysis Public Speaking Sql Mysql R Accounting Finance Hive Apache Pig Apache Spark Microsoft Excel Statistics Financial Analysis Microsoft Powerpoint Microsoft Word Tableau Pivot Tables Vlookup Analytical Skills Customer Service Business Analysis Databases Teamwork Mandarin Skilled Multi Tasker Machine Learning Big Data Cluster Analysis Statistical Modeling Neural Networks Deep Learning Hadoop English Pandas Creative Problem Solving Data Visualization Jupyter Leadership Problem Solving

Meng Guo Education Details

  • Washington University In St. Louis
    Washington University In St. Louis
    Business Analytics Financial Technology Track
  • Beijing Jiaotong University
    Beijing Jiaotong University
    Accounting
  • Texas A&M University
    Texas A&M University
    Accounting And Finance

Frequently Asked Questions about Meng Guo

What company does Meng Guo work for?

Meng Guo works for Amazon

What is Meng Guo's role at the current company?

Meng Guo's current role is Senior Data Scientist at Amazon.

What is Meng Guo's email address?

Meng Guo's email address is me****@****zon.com

What schools did Meng Guo attend?

Meng Guo attended Washington University In St. Louis, Beijing Jiaotong University, Texas A&m University.

What skills is Meng Guo known for?

Meng Guo has skills like Python, Microsoft Office, Research, C, Stata, Data Analysis, Public Speaking, Sql, Mysql, R, Accounting, Finance.

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