TERRY TIAN
Sydney,NSW
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex data through software. Expert in python, SQL, generative AI application and AWS cloud. Demonstrated success in data pipeline and building solutions to business problems.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist
XTF
11.2023 - Current
- Leveraged AI-driven techniques to process announcements and provide in-depth analysis, enhancing the relevance and precision of the generated feeds.
- Streamlined data pipeline for generating real-time feeds from announcements of 3000 ASX-listed companies, delivering tailored financial insights on MyWealthAI.
- Developed and maintained relational databases to store and manage large volumes of feed and metadata, ensuring data integrity and scalability
Data Scientist
FinClear
12.2022 - 10.2023
- End-to-end financial searching engine design and development using LangChain framework, reducing 40% hallucination for price-sensitive queries
- ETL for customer profiling half a million traders' holdings, 300 million accumulated transaction notes, and securities' history prices, quantifying monthly and annual profitability, and building portfolios using Python and SQL
- Business Insights reporting using Tableau, processing revenue data, gathering and reflecting internal stakeholders' requirements, and translating into interactive charts and dashboards
Test Analyst
Optus
07.2021 - 11.2022
- Completed in-depth usability testing on Windows, Android and iOS mobile devices.
- Reduced production issues by implementing 30 rigorous regression testing before the releases
- Increased overall test coverage, prioritizing high-risk functionalities for thorough examination.
Education
Master of Information Technology - Artificial Intelligence, Data Science and Engineering
University of New South Wales
Kensington, NSW07.2021
Skills
- ETL development
- Data Modeling
- Data Pipeline Design
- LLM Application
- Statistical Analysis
Certification
- AWS Certified Cloud Associate
Timeline
Data Scientist
XTF
11.2023 - Current
Data Scientist
FinClear
12.2022 - 10.2023
Test Analyst
Optus
07.2021 - 11.2022
Master of Information Technology - Artificial Intelligence, Data Science and Engineering
University of New South Wales
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