Mingchi Zhang Email and Phone Number
I am a Data Scientist with robust experience in leveraging data-driven solutions to optimize decision-making processes and business strategies through deep learning and machine learning model building.Certification & Tech Skills• Programming: Python (Pandas, Numpy, Pytorch, Scikit-Learn, TensorFlow), R, Excel(solver, VBA)• Database/ Cloud: SQL (MySQL, PostgreSQL, OracleSQL), MongoDB • Cloud & Bigdata: AWS, Azure; Spark, Hadoop, HDFS• Data Visualization: Tableau, Power BI, Python (Matplotlib, Seaborn, Plotly)• Certification: Tableau Desktop Specialist; SQL (Advanced) Certificate; AWS Cloud PractitionerI thrive on merging intricate data insights with actionable strategies, as evident from my projects focusing on enhancing patient care and refining pricing dynamics. I am eager to collaborate with like-minded professionals and organizations to drive transformation through data. Let's connect!
Keurig Dr Pepper Inc.
View- Website:
- keurigdrpepper.com
- Employees:
- 13008
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Senior Data ScientistKeurig Dr Pepper Inc.Frisco, Tx, Us
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Data ScientistKeurig Dr Pepper Inc. Feb 2024 - PresentFrisco, Texas, United States
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Data ScientistSaans Health May 2022 - Feb 2024Dallas, Texas, United States• Developed and implemented a dynamic weight graph using Graph Neural Network and LSTM to capture mutual influence between diseases and medical usage, enabling targeted medical interventions and enhancing patient care strategies.• Refined and augmented an XGBoost model to forecast patient disease, achieving an 8% improvement in prediction accuracy by feature engineering, time frame adjustments, and leveraging Explainable AI (XAI) to enhance the model's interpretability.• Transformed and validated 17 million insurance claims using PostgreSQL, Azure, Pandas and NumPy.
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Research AssistantTexas Southern University Sep 2018 - Dec 2020Houston, Texas, United States• Processed complex time series signals from sensors deployed across Gulf Bay, focusing on early detection of oil pipeline leakage to mitigate potential economic and environmental damage.• Engineered a hybrid approach combining Hidden Markov Models (HMM) and Recurrent Neural Networks (RNN) for leakage identification, achieving accuracy of 90%. This enhancement enabled more proactive and precise response measures. -
Data Analyst – Marketing Pricing And Revenue ManagementZhejiang Loong Airlines Co. Ltd May 2013 - Jul 2014Hangzhou, Zhejiang, China• Developed yield and pricing strategies for the airlines in a competitive pricing environment.• Increased team efficiency by 1.5h/day/person by developing a data processing pipeline with VBA in Excel.• Achieved 15% YoY revenue growth by implementing models to monitor and predict passenger demand.
Mingchi Zhang Education Details
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Gpa: 4.0/4.0
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Marketing -
Exchange Program
Frequently Asked Questions about Mingchi Zhang
What company does Mingchi Zhang work for?
Mingchi Zhang works for Keurig Dr Pepper Inc.
What is Mingchi Zhang's role at the current company?
Mingchi Zhang's current role is Senior Data Scientist.
What schools did Mingchi Zhang attend?
Mingchi Zhang attended The University Of Texas At Dallas, Texas Southern University, Hangzhou Normal University, University Of California, Los Angeles.
Who are Mingchi Zhang's colleagues?
Mingchi Zhang's colleagues are Esther Roldan, Norberto Tiburcio, Dominique Green, Umesh_ Designer, Willie Patterson, Sabrina Blanchette-Brusewitz, Jennifer Hays.
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