Luke Shen

Mount Waverley,VIC

Summary

Data science undergraduate looking for an opportunity to leverage my data analysis and business understanding skills as a data analyst upon graduation in December 2023. Enthusiastic about delivering insightful data analyses to support informed decision-making and establish credibility with stakeholders, I am eager to contribute my skills and expertise in a role at a dynamic organization.

Work History

Product Department Assistant

Beijing Zhongshu Zhihui Technology Co., Ltd

12.2023 - 03.2024

Extract and process different types of internal data on the bastion host.
Develop and refine the prompts essential for the LLM（Large Language Model）, employed to extract pertinent company names, along with their products and services, from the textual content.
Compare the sampled outputs with the actual content, assess their accuracy, and document the findings. Summarize the results and conduct an analysis.
Use SQL and Excel to analyze the blacklist and full data of tax data to determine which fields can be used as an indicator and what is the logic of the indicator. Write a relevant report. The results are then calculated into a scoring system with a certain weight ratio.

Education

Bachelor of Science - Data Science

The University of Melbourne

Melbourne, VIC

12.2023

Skills

Programming Languages: SQL, Python(Pandas, Scikit-learn)
Modeling: Linear and logistic regressions etc

Technical: Microsoft Office Suite(Word,PowerPoint, and Excel)
Data Visualization: Google Sheets, Matplotlib, Tableau

Accomplishments

Team leader of group project at University of Melbourne, Parkville Mar 2023 - Nov 2023
Project Initiation: Launched web scraping for rental properties in Victoria.Incorporated geolocation visualization on a map
Data Collection and Analysis: Scraped diverse data, including SA2 for population and affluence insights. Explored external datasets to enhance property analysis
Feature Development: Calculated proximity to train stations, bus stations, and Melbourne CBD using route APIs. Included details on schools, parks, shopping centers
Forecasting and Analysis: Initiated a 3-year forecast for rental properties. Analyzed factors influencing suburb-specific property pricing and desirability
Project Conclusion: Summarized and presented 3-year predictions.

Timeline

Product Department Assistant

Beijing Zhongshu Zhihui Technology Co., Ltd

12.2023 - 03.2024

Bachelor of Science - Data Science

The University of Melbourne

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