
Michael Liu
Creative thinking combined with management skills to provide strategic and daily tactical guidance to a team of PhD,... | Greater Philadelphia, Greater Philadelphia, United States
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Michael Liu’s Location Greater Philadelphia, Greater Philadelphia, United States
Michael Liu’s Expertise Creative thinking combined with management skills to provide strategic and daily tactical guidance to a team of PhD, Master of Data Science, statisticians, and programmers. Leadership and project management experiences with expertise in supervising enterprise data management and developing innovative AI/ML solutions to address the challenges of complex business problems. Deep knowledge on pharmaceutical business and promotion practices and proved superior ability in artificial Intelligence, machine learning, statistical modeling, data mining, big data architectures, financial analysis and omnichannel marketing. Certification of applied data science covering machine learning algorisms, natural language processing (NLP) and social network analysis, graduate education of applied statistics, MBA, and engineering from top universities. Self-motivated and strong work ethic combined with a collaborative spirit to guarantee breakthrough results in today’s evolving and challenging business environments. Core Competences • Deep understanding of pharma market access challenges, omnichannel customer engagement, referral network, precision targeting as well as APLD patient claim data, affiliation data, payor data and other healthcare data sets etc. • Effective in communicating sophisticated concepts and analytics insights to cross-functional stakeholders. Able to translate business problems to an analytic context and provide solutions. • Superior AI/ML and statistical modeling abilities. Hand-on experiences with Keras RNN deep learning modeling, entity embedding, XGBoost modeling, random forest modeling, NLP text modeling/classification, multilevel non-linear mixed regression, supervised and unsupervised tree modeling and clustering, time series forecasting, latent class modeling as well as building apps based on Generative AI. • Proficient programming skills with Python Spark, Python, SQL, SAS, R, VB.NET, Java, ASP.NET, Java scripts, HTML. • Proved skills in reporting & architect design with Power BI, cloud programming, data ETL process using Python Spark, Python, function, trigger and stored procedure and package in Teradata, Oracle, SQL Server environment.
Michael Liu’s Current Industry Ferring Pharmaceuticals
Michael
Liu’s Prior Industry
Siemens Automotive
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Cutler Hammer
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Verispan
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Express Scripts
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Merckgenpact
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Iqvia
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Ferring Pharmaceuticals
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Work Experience

Ferring Pharmaceuticals
Director of Data Science and Strategy
Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Iqvia
Sr. Associate Director - Data Science/ Advanced Analytic
Fri Nov 01 2013 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)
Merckgenpact
Sr.Statistical Analytics Consultant/Senior Manager
Sat Jun 01 2013 00:00:00 GMT+0000 (Coordinated Universal Time) — Fri Nov 01 2013 00:00:00 GMT+0000 (Coordinated Universal Time)
Express Scripts
Sr. Analyst, Manager/Knowledge Solution Group
Tue Jan 01 2008 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jun 01 2013 00:00:00 GMT+0000 (Coordinated Universal Time)
Verispan
Sr. Analyst
Mon Jan 01 2001 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon Jan 01 2007 00:00:00 GMT+0000 (Coordinated Universal Time)
Cutler Hammer
MANAGER
Fri Jan 01 1999 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon Jan 01 2001 00:00:00 GMT+0000 (Coordinated Universal Time)
Siemens Automotive
MANAGER
Fri Jan 01 1993 00:00:00 GMT+0000 (Coordinated Universal Time) — Wed Jan 01 1997 00:00:00 GMT+0000 (Coordinated Universal Time)