01
Laboratory Work
Prepared biological samples and supported metabolite extraction before mass spectrometry analysis.
Data Science & AIMetabolomics Data AnalysisMetabolomics
BSc. Data Science Research Thesis · 2024
Department of Life Sciences, University of Science and Technology of Hanoi
Hanoi, Vietnam
Metabolomics Data Analysisfor Colorectal Cancer Research
Metabolomics · Data Science · Statistical Analysis · Biomedical Research
Supervision
Assoc. Prof. Thi Kieu Oanh Nguyen
Deputy Director · Department of Life Sciences, University of Science and Technology of Hanoi
PhD student Dinh Hai Le
Project Overview
An interdisciplinary thesis focused on processing and analysing metabolomics data generated through mass spectrometry in a biomedical research context. Due to confidentiality, clinical details and analytical findings are not disclosed.
Role
Data Science Researcher
Context
BSc. Data Science Research Thesis · 2024
Areas
Metabolomics · Biomedical Data Analysis · Statistical Modelling
Tools & Technologies
R · XCMS · PCA · PLS-DA · Random Forest · Statistical Analysis · Data Visualisation
My Contribution
02
Data Preparation
Processed, cleaned, and structured metabolomics datasets for statistical and computational analysis.
03
Statistical Analysis
Applied multivariate statistical analysis and machine-learning methods to investigate metabolic patterns.
04
Result Interpretation
Visualised analytical patterns and compared metabolic profiles across the available sample groups.
Project Snapshots
My Data Science graduation in 2024.
Key Learnings
This project strengthened my ability to connect laboratory research with computational analysis and translate complex biomedical data into interpretable insights.