Evan

I am an experienced Analyst with a strong background in risk control strategy (Fintech) and analytics (Edtech), passionate about using data to uncover insights and support business decisions. Currently working as a Risk Control Strategy Analyst, I lead evaluations of machine learning models from multiple third-party vendors, including credit scoring, income prediction, and telco scoring. I have collaborated with cross-functional teams like product, tech, funding, customer success, and executive leadership. to monitor key metrics like First Payment Default (FPD), approval rate, and recollection rate. I also assist in strategies adjustment and reports that directly inform risk control lead and partner decisions, and I have taken part in audit preparation and internal education sessions about risk controls.

With a foundation in information systems and a past role as a data analyst in the edtech sector, I have worked with diverse and complex datasets, supporting teams with forecasting, clustering, and performance tracking through dashboards and reports. I am proficient in Python, PHP, SQL, Apache Hive, Apache Airflow, and visualization tools like Power BI and Metabase. I am especially interested in applying machine learning to solve practical problems to support business strategies and decisions.

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My Expertise

Data and Risk Control Strategy Analysis

With a strong foundation in data analytics and programming, I have worked extensively across domains such as education, social media, and fintech dataset. I specialize in uncovering actionable insights from complex datasets using tools like Python, SQL, and machine learning. I have worked closely with cross-functional teams including product, tech, funding, and executive leadership to guide strategy and align stakeholders.

Web Development

Developing a website is my hobby and I have been developing many websites since I was studying in university. In the past, I usually use PHP frameworks such as Laravel and Code Igniter to develop the backend. Moreover, I am also proficient in using python frameworks Flask and FastAPI. AS for the database, I am proficient using MySQL, PostgreSQL, and MongoDB.

Data Visualization, Dashboarding, and Reporting

As a Data Analyst, data visualization is the most powerful tool to communicate our ideas to stakeholders. I specialize in building clear, actionable, and interactive dashboards that help stakeholders understand business performance, identify risk patterns, and make strategic adjustments recommendation. With hands-on experience using tools like Power BI, Metabase, and Tableau, I’ve delivered insights across teams from operations to executives, turning raw data into decisions that matter.

Machine Learning

I am experienced in utilizing numerous machine learning algorithms to find patterns in data. Besides that, I also have a deep understanding of the underlying principles of machine learning algorithms and their applications in various domains. I have experience applying machine learning algorithms to a wide range of use cases, including classification, customer segmentation, recommendation systems, time series forecasting, and natural language processing.