Open to opportunities

Brian Wu

@brianwu

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Data Science PhD candidate blending CV, active learning & FL to build reliable AI.

Taiwan

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What I'm looking for

I seek a collaborative environment where I can leverage my data science expertise to drive innovation and contribute to impactful projects.

As a dedicated data scientist, I have honed my skills in data analytics and project management, particularly within the financial sector. My recent role as an Assistant Manager at Taishin Bank's Data Science Team allowed me to leverage machine learning and deep learning techniques to drive impactful data applications. I excel in utilizing advanced analytics to support strategic planning and decision-making processes, ensuring that data-driven insights lead to actionable outcomes.

My academic journey, culminating in a PhD in Data Science from National Taiwan University, has equipped me with a robust foundation in statistical modeling and deep learning. I am passionate about research in computer vision, active learning, and federated learning, where I have successfully integrated innovative methods to enhance model efficiency and interpretability. My contributions to projects like the Personalized Liver Cancer Risk Prediction demonstrate my commitment to applying data science for meaningful societal impact.

Experience

Work history, roles, and key accomplishments

Assistant Manager

Taishin Bank

Jul 2022 - Aug 2022 (1 month)

As an Assistant Manager in the Data Science Team, I specialized in data analytics and project management. I leveraged machine learning and deep learning models to drive impactful data applications and support strategic planning.

Data Analytics Project Management Machine Learning Deep Learning Strategic Planning

Junior Manager

Taishin Bank

Jun 2017 - Jun 2022 (5 years)

As a Junior Manager in the Data Science Team, I focused on harnessing the power of machine learning and deep learning model building. My expertise supported strategic planning and decision-making processes through advanced analytics.

Data Analytics Machine Learning Deep Learning Strategic Planning

Specialist

Taipei Fubon Bank

Jul 2016 - Jun 2017 (11 months)

As a Specialist in the Data Division, I applied my skills in data analytics, machine learning, and deep learning. My work contributed to data-driven insights and solutions within the banking sector.

Data Analytics Machine Learning Deep Learning Data Insights

Education

Degrees, certifications, and relevant coursework

National Taiwan University

PhD, Data Science

Currently pursuing a PhD in Data Science, focusing on advanced research and methodologies in the field. This program involves in-depth study and contribution to cutting-edge data science topics.

National Cheng Kung University

Master, Statistics

Completed a Master's degree in Statistics, gaining expertise in statistical modeling, data analysis, and research methodologies. This program provided a strong foundation for advanced analytical roles.

National Cheng Kung University

Bachelor, Statistics

Obtained a Bachelor's degree in Statistics, covering fundamental statistical theories, data collection, and interpretation. This laid the groundwork for further specialization in data science and analytics.