Pavneet Singh Kochhar
129
Followers
Personal Information
Organization / Workplace
Greater Seattle Area United States
Occupation
Research Intern at Microsoft | PhD Software Engineering | Data Science, Machine Learning Enthusiast
Industry
Technology / Software / Internet
Website
About
- Currently working as an intern at Microsoft Research on understanding how different Microsoft teams use software analytics to drive development.
- Conducting user-research studies including in-depth interviews, surveys to understand pain-points of software engineers and providing recommendations.
- Analyzing large datasets from platforms such as GitHub, JIRA to help software engineers make data-driven decisions.
- Applying machine learning techniques (supervised and unsupervised) such as classification, regression, topic modeling, natural language processing (text mining) etc. to solve several software engineering problems.
Contact Details
Tags
software testing
empirical study
software
software bugs
github
lda
stackoverflow
regression
code coverage
adequacy
windows
test cases
microsoft
test automation culture
app developers
android
bugs
test suite effectiveness
software metrics
test adequacy
bug localization
misclassification
fine-grained
issue reports
reclassification
open source
reppositories
data mining
catalog
usability
api
functionality
programmableweb
software mining
software developers
asserts
lines of code
fault localization
literature review
software practitioners
mobile
programming languages
statistics
software quality
smartphone
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