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Machine Learning Data Analysis

Location:
Scarborough, ON, Canada
Posted:
July 17, 2023

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Resume:

Anson Lee (With OpenWorkPermit, able to work for any employers) (Available immediately)

adyctl@r.postjobfree.com +1-647-***-**** North York, On

* ***** ** ********** ** a data analyst in financial industry with a bachelor’s degree in Statistics from The University of Hong Kong. Professional about transforming large and complex data into meaningful insights that drive business insight with advanced knowledge in Python, R and Structured Query Language (SQL). Develop and deploy machine learning model to automate business decision and committed to communicating with Senior Management and improve data quality, database, data collection system, data analytics and deployment.

EXPERIENCE

Associate Specialist (Data Analysis), Data Analytical Department, Operation Division June 2021 – May 2023

Aeon credit service (Asia) co. ltd

●Communicate with business and operation departments of all levels to understand data needs and define objectives.

●Distill complex business problems to a database perspective and develop analytical solutions that address specific needs.

●Perform visualization, simulation study, hypothesis testing, modelling, data mining, machine learning and other data analysis techniques, drive actionable insight and tell a story to stakeholders.

●Leading machine learning projects for auto credit judgement from development to deployment, ensuring that the projects meet the needs of credit judgement department.

●Create visualization dashboards for presentations and distributing automated reports.

●Professional in using Python, R, SQL, Tableau, Power BI, Spark/Hadoop, Excel pivotable and formulas, VBA.

●Provide ad-hoc customer support on branch location by listening and resolve customer concerns and provide card application assistance.

Statistical Specialist July 2017 – May 2021

The Hong Kong Public Opinion Research Institute

●Perform data analysis for more than 100 research projects from cleaning, visualization to advanced analysis.

●Propose data mining plan with supervisors and colleagues based on customer requirement and create presentation material.

●Develop statistical strategy to enhance fieldwork efficiency save cost by -20 ~ -40%

●Develop scheduling tasks, reporting progress, and backing up data on an hourly or daily basis. Set up housekeeping policy.

●Monitoring telephone center fieldwork operation

EDUCATION

The University of Hong Kong August 2017

Bachelor of Science, Major in Statistics

●Second Class Honors (Division One), CGPA: 3.03

HKU School of Professional and Continuing Education August 2015

Associate Bachelor of Science, Major in Statistics

●Graduation: GPA: 3.58

OTHER

●Technical Skills: Python, R Programming, Power BI, Spark/Hadoop, H2O.ai, SQL, Tableau, Keras, SPSS, ArcGIS/Google Map API, Rstudio, Data Robot, Dataiku, Datamodel, Data quality, Pyspark

●General Skills: Statistical Analysis, Machine Learning algorithms, Deep Learning, Database structures, Data Visualization, Data Preparation, Data Mining, Data Driven Story Telling, Problem Solving

●Database/Server: My SQL, Amazon Redshift, Postgres SQL Server, Microsoft SQL Server, Salesforce

●Languages: English (fluent), Japanese (fluent), Cantonese (native), Mandarin (native)



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