Baohua Deng
Sydney,NSW
Summary
Driven Data Science Intern ready to thrive in demanding digital intelligence processing environments. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology.
Overview
3
3
years of professional experience
Work History
The Great Sydney Analysis
University Of Sydney
02.2023 - 06.2023
- Utilized Python for initial data loading and cleaning, while SQL and PostGIS were employed for merging datasets.
- Developed a scoring function for neighborhood resourcing, incorporating metrics like retail businesses, health services, public transport stops, polling locations, and school catchment areas.
- Conducted in-depth analysis of the results, noting interesting findings and discussing limitations.
- Created engaging visualizations, including map overlays or interactive graphs, to represent the well-resourced scores.
Data Analysis Project
University Of Sydney
06.2022 - 02.2023
- Investigated the factors affecting concrete compressive strength such as hardness, moisture using a multiple linear regression model examined the effects of key drivers on each individual components
- Analysis of the final regression model coefficients shows that concrete age and three concrete components (including cement. coarse aggregate, and fine aggregate) have statistically significant effects on concrete compressive strength
- Found the model can be improved by fitting the zero-inflated predictors to a more appropriate regression model, such as zero-inflated Poison regression. Also, more effort could be put into experimenting with data transformations other than logarithmic to yield a better linear relationship
- Finalized the analysis and demonstration report with explanations on the whole process, made a list of all limitations that may affect the data, and incorporated the feedbacks from the professor
Investment Analyst
China Merchants Securities Asset Management Co., Ltd
06.2023 - 08.2023
- Assist project leaders to carry out on-site professional and technical support work for IPO, refinancing, M&A and other investment banking projects, and assist in participating in project due diligence work
- Assist in project information collection, screening, stockpiling and case analysis
- Organize and analyze data, construct various analytical models and conduct research
- Complete project assignments on time and efficiently to ensure successful completion of projects
Operation Department Intern
China Merchants Securities Asset Management Co., L
06.2020 - 08.2020
- Assisted in the disclosure and submission of regular reports, interim reports, and regulatory statements of public offering products, and transferred them to the archives in a timely manner
- Created accounts for self-employed enterprises, performed research on the enterprise information, including establishment time, main business, paid-in capital, and monitor the operation of the enterprise
- Assisted in the life cycle operation of public offering products, including account business, product establishment, parameter management, duration management, termination of liquidation, business innovation support, etc., to ensure the orderly operation of business
- Improved department data information management system, carried out classified management according to product categories and made data ledgers, as well as reported relevant reports in a timely manner
Volunteer
Centennial Park
- Assisted with special events and programs.
- Maintained clean, neat, and operational facilities to serve program needs.
- Used strong interpersonal communication skills to convey information to others.
- Supported engaging, fun, and smooth-running events by helping with organization and planning.
- Volunteer as a role of barcode scanner
Actor
Drama Club
06.2023 - Current
- Performed humorous and serious interpretations of emotional actions and situations, using body movements, and gestures.
- Learned scripts to understand characters' relationships and develop role interpretations.
- Studied and rehearsed roles from scripts to interpret and memorize lines and cues.
- Worked collaboratively with other actors to perform scenes and convey stories.
Education
Master of Computer Science - Data Science And AI
University of Sydney
02.2026
Bachelor of Science - Mathematics
University of Sydney
02.2024
Skills
- English Proficiency: Excellent command of English, which can be used as a working language
- Computer Language: Proficient in R language, Python and SQL, familiar with Microsoft Office, etc
Hobbies
Running, reading literary novels, traveling, photography, fitness
Timeline
Investment Analyst
China Merchants Securities Asset Management Co., Ltd
06.2023 - 08.2023
Actor
Drama Club
06.2023 - Current
The Great Sydney Analysis
University Of Sydney
02.2023 - 06.2023
Data Analysis Project
University Of Sydney
06.2022 - 02.2023
Operation Department Intern
China Merchants Securities Asset Management Co., L
06.2020 - 08.2020
Volunteer
Centennial Park
Master of Computer Science - Data Science And AI
University of Sydney
Bachelor of Science - Mathematics
University of Sydney
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