Image of Peilin Hao

Peilin Hao

Software Development Engineer

Software Engineer 2 at Microsoft

Seattle, Washington

Section title

Peilin Hao's Email Addresses & Phone Numbers

Peilin Hao's Work Experience

Amazon

Software Development Engineer

March 2016 to June 2019

Seattle, WA

DartNets Lab (Dartmouth Networking and Ubiquitous Systems Laboratory)

Research Assistant

September 2014 to March 2015

6211 Sudikoff Laboratory, Dartmouth College, Hanover, NH

Peilin Hao's Education

Southeast University

Bachelor of Engineering (B.Eng.), Software Engineering

2009 to 2013

Dartmouth College

Master's degree, Computer Science

2013 to 2015

Feng Chia University

Exchange Student, Computer Science

2011 to 2011

About Peilin Hao's Current Company

Amazon

SDE at Device Planning, experience in machine learning platform development and big data technologies.

About Peilin Hao

📖 Summary

Software Development Engineer @ Amazon SDE at Device Planning, experience in machine learning platform development and big data technologies. From March 2016 to June 2019 (3 years 4 months) Seattle, WAResearch Assistant @ DartNets Lab (Dartmouth Networking and Ubiquitous Systems Laboratory) This project used passive sensing data and self-reports from students’ smartphones to understand individual behavioral differences between high and low performers during a single 10-week term. We proposed new methods for better understanding study (e.g., study duration) and social (e.g., partying) behavior of a group of undergraduates. Study showed that there are a number of important behavioral factors automatically inferred from smartphones that significantly correlate with term and cumulative GPA, including time series analysis of activity, conversational interaction, mobility, class attendance, studying, and partying. We proposed a simple model based on linear regression with lasso regularization that can accurately predict cumulative GPA. The predicted GPA strongly correlates with the ground truth from students’ transcripts with r = 0.81 and p < 0.001. Our results open the way for novel interventions to improve academic performance. The result has been published in Ubicomp 2015 ( the best international conference in HCI ) with Honorable Mention Award, top 5% among accepted papers. From September 2014 to March 2015 (7 months) 6211 Sudikoff Laboratory, Dartmouth College, Hanover, NH


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Frequently Asked Questions about Peilin Hao

What company does Peilin Hao work for?

Peilin Hao works for Amazon


What is Peilin Hao's role at Amazon?

Peilin Hao is Software Development Engineer


What is Peilin Hao's personal email address?

Peilin Hao's personal email addresses are not available


What is Peilin Hao's business email address?

Peilin Hao's business email address is


What is Peilin Hao's Phone Number?

Peilin Hao's phone (206) ***-*363


What industry does Peilin Hao work in?

Peilin Hao works in the Computer Software industry.


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Peilin Hao's Personality Type

Extraversion (E), Intuition (N), Feeling (F), Judging (J)

Average Tenure

1 year(s), 11 month(s)

Peilin Hao's Willingness to Change Jobs

Unlikely

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Peilin Hao's Social Media Links

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