Michael (Zezhen) Liu

Arlington, VA ***** 571-***-**** ad1iy5@r.postjobfree.com

https://www.linkedin.com/in/michael-liu-084694222

SUMMARY OF QUALIFICATIONS

• Extensive research and professional experience in data cleansing and feature engineering using Python, R, and Spark.

• Experienced in data gathering techniques, including API and web scraping.

• Skilled in cloud architecture and data engineering, proficient in utilizing Amazon Web Services

(AWS) and Microsoft Azure for advanced data processing with Spark, and implementing machine learning and deep learning solutions. Certified in both AWS and Azure Cloud Practitioner.

• Strong research background in neural networks, Deep Learning, and Ensemble Methods. WORKING EXPERIENCE

Bank of China Financial Management Registration and Custody Center Beijing, China Statistical Research Department, Intern Statistical Researcher Jun 2021-Aug2021

• Identified suitable machine learning models to update the bank’s wealth management product portfolio in a sandbox environment.

• Compiled weekly and monthly analyses based on the selected model’s performance.

• Designed scripts to automate the dashboarding applications.

• Contributed to the International Dynamics Section of the “Chinese Banking Industry Financial Market 2021 Semi-Annual Report.”

RESEARCH EXPERIENCE

Economically Predicting Earthquake-Tsunami Losses Using Machine Learning and Statistical Methods with Data Collected by Advanced Structures London, Ontario, Canada Supervisor: Dr. Katsuichiro Goda (Canada Research Chair) Sept/2021-May/2022

• Reduced technology debt and ensured the cost performance of the model by applying Resource- Efficient Machine Learning.

• Compared multiple algorithms to improve the accuracy and cost-effectiveness of predictions. EDUCATION

Georgetown University Washington, DC, United States Master of Science in Data Science and Analytics(GPA:3.9) Aug/2022-Present

• Data Science and Analytics Scholarship (2022-2023) University of Western Ontario London, Ontario, Canada BS in Financial Modelling & Data Science(Gold Medal) Sept/2018-May/2022

• Gold Medal - Honors Specialization in Data Science (The Gold Medal is awarded to a graduating student, on behalf of The University of Western Ontario, in recognition of achieving the highest standards of academic excellence)

• Dean’s Honor List (2019-2021)

SKILLS AND INTERESTS

• Core: Python (Advanced), R (Advanced), SQL (Advanced), PyTorch (Advanced), Spark

(Advanced), Tableau (Advanced), AWS(Intermediate), Azure(Intermediate), Java (Intermediate), CHECK OUT MY PERSONAL DATA ANALYSIS WEBSITE

• In-depth analyses using AWS and Azure, and innovative applications in machine learning.

• https://www.liutechs.com/

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