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Linh Bùi NgọcLN
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Linh Bùi Ngọc

@linhbingc

Second-year Computer Science student focused on learning analytics and ML.

Vietnam
Message

What I'm looking for

I seek roles applying ML and learning analytics to real-world problems, where I can grow technically, contribute research-driven improvements, and work in collaborative, intellectually curious teams.

I am a second-year Computer Science student at National Economics University specializing in learning analytics and machine learning research. I have researched and compared various machine learning algorithms to extract deeper insights from learning datasets and optimized model parameters and feature sets to improve predictive accuracy and computational efficiency.

My work emphasizes critically evaluating algorithmic trade-offs, assumptions, and performance metrics to identify the most effective approaches for understanding student behavior. I deliver data-driven recommendations informed by comparative analysis and experimental results.

I am proficient in Python, C, and C++, and bring strong logical reasoning, systems thinking, and algorithmic problem-solving skills. I have leadership and event coordination experience, having led a 10-member team for a 300+ attendee technology talkshow, demonstrating effective teamwork and problem-solving under pressure.

Experience

Work history, roles, and key accomplishments

NU
Current

Learning Analytics Researcher

National Economics University

Jan 2024 - Present (1 year 10 months)

Researched and compared machine learning algorithms on a learning analytics dataset to extract insights on student behavior, optimizing model parameters and features to improve predictive accuracy and computational efficiency.

Education

Degrees, certifications, and relevant coursework

National Economics University logoNU

National Economics University

Bachelor of Computer Science, Computer Science

2024 -

Activities and societies: Member of Learning Analytics Research Group; led logistics for FIT(NEU) AI talkshow (Apr 2025) coordinating a 10-member team for a 300+ attendee event.

Second-year Computer Science student in the Faculty of Information Technology conducting learning analytics research, optimizing machine learning models, and delivering data-driven recommendations.

Tech stack

Software and tools used professionally

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Linh Bùi Ngọc - Learning Analytics Researcher - National Economics University | Himalayas