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Michael Becker

Senior Data Scientist @ Penn Medicine, University of Pennsylvania Health System

Senior Data Scientist at Penn Medicine

Greater Philadelphia Area

Ranked #1,093 out of 21,860 for Senior Data Scientist in United States

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Michael Becker's Email Addresses & Phone Numbers

Michael Becker's Work Experience

Penn Medicine, University of Pennsylvania Health System

Senior Data Scientist

Greater Philadelphia Area

DataPhilly Meetup

Organizer/Founder

Greater Philadelphia Area

AWeber Communications, Inc.

Data Scientist

August 2014 to November 2015

Chalfont, PA

Michael Becker's Education

Governor Thomas Johnson High School

1997 to 2000

Drexel University

B.S., Computer Science

2000 to 2005

Michael Becker's Professional Skills Radar Chart

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Self-reliant
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Based on our findings, Michael Becker is ...

52% Left Brained
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Michael Becker's Estimated Salary Range

About Michael Becker's Current Company

Penn Medicine, University of Pennsylvania Health System

Leveraging EHR data and predictive models to help clinicians make more informed decisions. See https://tinyurl.com/ybkczeyf for more on our team.Projects I've been involved in (ordered roughly by most to least involvement):* Sepsis Coding Prediction from Clinical Notes (NLP)* Heart Transplant Survival* Maternal Morbidity Prediction* Heart Safe Motherhood (https://tinyurl.com/y8omd5ns)* Palliative Connect (Patient Survival) (https://tinyurl.com/yco6ngbn)* Sepsis Early Warning System...

Frequently Asked Questions about Michael Becker

What company does Michael Becker work for?

Michael Becker works for Penn Medicine, University of Pennsylvania Health System


What is Michael Becker's role at Penn Medicine, University of Pennsylvania Health System?

Michael Becker is Senior Data Scientist


What is Michael Becker's personal email address?

Michael Becker's personal email address is m****[email protected]


What is Michael Becker's business email address?

Michael Becker's business email addresses are not available


What is Michael Becker's Phone Number?

Michael Becker's phone (**) *** *** 287


What industry does Michael Becker work in?

Michael Becker works in the Hospital & Health Care industry.


About Michael Becker

📖 Summary

Senior Data Scientist @ Penn Medicine, University of Pennsylvania Health System Leveraging EHR data and predictive models to help clinicians make more informed decisions. See https://tinyurl.com/ybkczeyf for more on our team.Projects I've been involved in (ordered roughly by most to least involvement):* Sepsis Coding Prediction from Clinical Notes (NLP)* Heart Transplant Survival* Maternal Morbidity Prediction* Heart Safe Motherhood (https://tinyurl.com/y8omd5ns)* Palliative Connect (Patient Survival) (https://tinyurl.com/yco6ngbn)* Sepsis Early Warning System (https://tinyurl.com/yaf25l24)* HF WIRED (Readmission Prediction) (https://tinyurl.com/zzujpds)* Lung Connect (ED Prediction) (https://tinyurl.com/y9gvkpnv)* General Hospitalization Risk* Ventilator SBT Readiness (https://tinyurl.com/y8xmyt4r) Greater Philadelphia AreaOrganizer/Founder @ DataPhilly Meetup • Planned and ran several events with very high turnout.• Successfully planned and presented first technical talk "An Introduction to Machine Learning." The talk was covered by local tech blog http://technicallyphilly.com/2013/02/01/machine-learning-4-ways-digital-pattern-matching-is-more-than-just-spam-filtering• Founded Data Science Philadelphia Meetup. Greater Philadelphia AreaData Scientist @ AWeber Communications, Inc. • Implemented web scraper to scrape customer websites. Applied NLP and clustering algorithms to identify patterns in the results.• Analyzed developer on-call alert trends to help identify noisy alerts and reduce alert fatigue.• Analyzed how new releases impact customer retention.• Designed a data warehouse to store raw customer events. Utilized RabbitMQ, Flume, S3 and Apache Pig.• Defined KPIs for measuring the success of engineering projects.• Applied NLP to the detection of abusive subscriptions.• Analyzed baby name and actuarial data from the Social Security Administration to estimate the age of customers.• Performed analysis of factors that impact customer churn to help improve customer retention.• Applied NLP to customer feedback providing insights to the product and engineering teams.• Applied word vectors (word2vec), supervised learning, and clustering algorithms to the categorization of customer emails.• Analyzed weblogs in combination with external data sources, the results of which were used to develop a successful abuse prevention system. From August 2014 to November 2015 (1 year 4 months) Chalfont, PASoftware Engineer @ AWeber Communications, Inc. • Executed data analysis and Monte Carlo simulations which were then applied in architecting, designing, and implementing a system to automate key business processes. Primary contributor to all phases of the project.• Designed and implemented a large scale analytics system for ranking customers. Applied machine learning and data analysis techniques to identify the most valuable metrics.• Designed and implemented highly optimized predictive algorithm to make real-time predictions based on text data. Training pipeline utilized a customized vectorizer, principal component analysis, and random forests. Implemented a genetic algorithm to tune the algorithm parameters which resulted in large performance improvements. Utilized scikit-learn, pandas, amqp and mongodb.• Learned new technologies and promoted them to other developers. (e.g. scikit-learn, nltk, matplotlib, ipython-notebook, Hadoop, pandas).• Collaborated in analysis and design of predictive algorithm for use in abuse prevention.• Gave presentation on machine learning and proposals on future reputation projects.• ​Decreased abuse by automating abuse detection using customer data.• ​Analyzed data to quantify usefulness in data-mining efforts. The results of which were then utilized to improve user experience and prevent abuse. Utilized NumPy, SciPy, scikit-learn, and matplotlib.• ​Designed and implemented a high throughput, highly available, scalable service for data-mining purposes. Included AMQP messaging and REST API components. Utilized RabbitMQ, mongodb, gunicorn, flask and MapReduce.• Mentored and on-boarded junior engineers.• Designed and implemented high throughput, highly available, scalable REST API for the redesign of a customer facing feature. Utilized mongodb, gunicorn and flask.• Designed and implemented a framework to provide real-time API usage analytics. From February 2011 to August 2014 (3 years 7 months) Chalfont, PASoftware Engineer II @ TruePosition • Contributed to design and implementation of subscription based event filter system for external network managers.• Implemented duration filter as part of an updated alarm management framework for all agents.• Designed and implemented new message classes used for IPC in relation to UMTS location processing.• Implemented various other UMTS location processing related functionality.• Implemented automated unit tests utilizing cxxtest framework.• Supported test, documentation and operations across 7 major releases. Provided support by debugging, completing root cause analysis, designing and implementing fixes.• Utilized static code analysis(Klocwork/Coverity) and dynamic verification (Purify) to help identify errors.• Integrated build environment with new source control system.• Assisted in updating various 3rd party libraries including ACE and NetSNMP.• Remotely managed overseas contractors.• Introduced Python to the company to help increase productivity. Gave presentation with practicalexamples.• Implemented test scripts and tools in python. Included automated unit, sanity, stress tests, in addition to simulators.• Took part in development and testing of new agile development process.• Integrated Boost library into development environment.• Assisted in porting project from Sun CC to gcc compiler.• Designed and implemented SSL across multiple applications.• Assisted in implementing central authentication using CAS and PAM with a LDAP based server. From June 2007 to December 2010 (3 years 7 months) Berwyn, PASoftware Engineer I @ TruePosition • Assumed lead of cross component feature, orchestrating redesign and implementation. Involved work with SNMP, HTTP, XML, and alarm management.• Executed extensive unit testing to ensure feature was bug free. Created simulator to assist in tests.• Handed off feature to test and documentation. Assisted test in designing test cases and procedures.• Provided regular and timely support to operations and Test organization across 3 major software releases.• Assisted automation test team in designing automated sanity and regression tests.• Verified bug fixes to assist Test department whose resources were over extended From August 2005 to June 2007 (1 year 11 months) Berwyn, PASoftware Engineering Co-op @ TruePosition • Worked on multiple aspects of the network management platform (OSSGW and EMS) including updating the software, fixing bugs, and adding crucial functionality.• Performed sanity testing of new builds and checked for problems such as memory leaks and errors.• Skills required included POSIX programming, C++ programming, shell programming, ClearCase, and Rational Purify use, knowledge of the UNIX programming environment, knowledge of SNMP networks, and network programming. From March 2003 to August 2005 (2 years 6 months) Berwyn, PACo-Founder/Programmer @ Jumping Jack LLC • Designed informational and e-commerce websites for clients.• Assisted in the sales process.• Helped decide future direction of company and managed other employees.• Hired other programmers/designers. From June 2001 to March 2004 (2 years 10 months) Intern @ Hughes Network Systems • Ported satellite utilities written in C++ from Windows to UNIX environment.• Produced UNIX based tool in C++ and Perl to analyze weather data for use with satellites.• Received U.S. Export Control Training for Commerce and State Department Controlled Technology. From June 2002 to August 2002 (3 months)


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In a nutshell

Michael Becker's Personality Type

Introversion (I), Sensing (S), Thinking (T), Perceiving (P)

Average Tenure

2 year(s), 3 month(s)

Michael Becker's Willingness to Change Jobs

Unlikely

Likely

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