Carson Wong

Carson Wong

Assistant Data Analytics And CRM Manager @ Hang Seng Bank

About

I’m a results‑driven Data Scientist with a strong background in machine learning, Python, SQL, data visualization, and cloud technologies such as AWS, Microsoft Azure. I enjoy translating complex data into actionable insights and continuously sharpen my skills through hands‑on projects and ongoing learning. I hold a Bachelor’s degree in Information Engineering from The Chinese University of Hong Kong and am passionate about using data to create real business value.

Country

Hong Kong SAR

City

Hong Kong

Industry

Financial Services

Skill

Exploratory Data Analysis, DevOps, Google BigQuery, Google Cloud Platform (GCP), Prompt Engineering, Statistical Modeling, Linear Models, Generalized Linear Models, Large Language Model Operations (LLMOps), Local LLMs, Deterministic LLM Programming, Large Language Models (LLM), Modeling, Financial Modeling, Cloud Computing, Mathematics, Mathematical Modeling, Business Strategy, Business Intelligence (BI), ChatGPT

Experience

Hang Seng Bank

Assistant Data Analytics And CRM Manager

Hang Seng Bank

LinkedIn
2026-4 - Present · 6 mos

Hong Kong SAR

Crypto.com

Senior Growth Data Scientist

Crypto.com

LinkedIn
2025-1 - 2026-3 · 1 yr 3 mos

Hong Kong SAR

Crypto.com

Growth Data Scientist

Crypto.com

LinkedIn
2023-7 - 2024-12 · 1 yr 6 mos

Hong Kong SAR

As a Growth Data Scientist at Crypto.com, I am responsible for a wide range of tasks aimed at driving data-informed decision-making and fostering growth within the organization. My daily responsibilities include: Designing and implementing prediction models for CRM Team members to enhance targeting strategies and optimization efforts, thereby maximizing engagement and conversion rates. Conducting data mining activities to uncover actionable insights, providing team members with valuable information to drive performance improvements and strategic initiatives. Utilizing SQL for data analysis to extract valuable insights and drive strategic decision-making processes. Leveraging SQL to develop and manage a portfolio of 5+ dashboards, facilitating reporting for quick insights and trend analysis, enabling team members to stay informed about market trends promptly. Serving as a liaison between non-technical and technical team members, managing requests and facilitating communication to ensure seamless collaboration and alignment on project goals and objectives. I am passionate about leveraging data-driven approaches to optimize business processes, drive growth, and enhance decision-making capabilities within the organization.

Zurich Insurance

Junior Data Scientist

Zurich Insurance

LinkedIn
2022-1 - 2023-7 · 1 yr 7 mos

Hong Kong SAR

Here are the impactful projects and achievements I have had the privilege to work on during my tenure at Zurich Insurance Hong Kong. As a Junior Data Scientist, I have been at the forefront of leveraging data to drive efficiency, cost reduction, and strategic decision-making. During my time at Zurich, I have made significant contributions to the automation and data analytics initiatives, revolutionizing how we utilize data to achieve remarkable outcomes. Here are some highlights of my accomplishments: OCR Project (Automation Team): -Lead the implementation of OCR (Optical Character Recognition) technology to extract crucial information from scanned PDF files. -By eliminating manual data entry and employing advanced data cleaning techniques, we streamlined our data acquisition process. -This resulted in a remarkable reduction of FTE (Full-Time Equivalent), optimizing resource allocation and enhancing operational efficiency. Litigation and Fraud Detection Project (Automation Team): -Collaborated closely with a team of experts to design data modeling processes, develop algorithms, and create predictive models. -Conducted comprehensive custom analysis to proactively detect and mitigate litigation and fraud cases. Insight from Data (CRM Team): -Analyzed complex datasets to provide actionable insights addressing critical business questions from top management, including the CEO and Team Leads. -Advocated for a data-driven culture, promoting evidence-based decision-making across all business units. -Guided and monitored the implementation of data-driven actions, maximizing the impact of our strategies. These accomplishments have not only heightened operational efficiency and reduced costs but have also empowered the organization to make informed decisions based on data-driven insights. I am proud to have been part of a team that embraces innovation and harnesses the power of data to drive meaningful change.

WildFaces.ai

Junior AI Specialist

WildFaces.ai

LinkedIn
2021-11 - 2021-12 · 2 mos

Hong Kong SAR

Education

The Chinese University of Hong Kong

The Chinese University of Hong Kong

LinkedIn

Data Science and Business Statistics

2025-9 - 2027-8 · 2 yrs
The Chinese University of Hong Kong

The Chinese University of Hong Kong

LinkedIn

Information Engineering

2017 - 2022 · 5 yrs

Carson Wong's Contact Information

Email

******@***.com

Phone

(**) *** ****

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