Nuth Data
@nuthdata
Data science aspiring FinTech student building a fraud detection pipeline with 94.5% accuracy using Python and Scikit-learn.
CambodiaWhat I'm looking for
My financial fraud detection project classified mobile transaction logs as fraudulent or legitimate. I explored and cleaned the data, then trained a Logistic Regression classifier that achieved 94.5% global accuracy.
I also developed a local Streamlit interface for interactive transaction predictions. As a FinTech student at ACLEDA University of Business, I’ve built projects including a Power BI customer behavior dashboard and relational database systems, and I’m interested in using data to solve practical business problems.
Experience
Work history, roles, and key accomplishments
Teacher's Assistant
ACLEDA University of Business
Sep 2025 - Oct 2025 (1 month)
Assisted faculty in supporting coursework and student learning at ACLEDA University of Business.
IT Support Intern
ACLEDA University of Business
Jun 2025 - Aug 2025 (2 months)
Provided IT support services and assisted with technical operations at ACLEDA University of Business.
Education
Degrees, certifications, and relevant coursework
ACLEDA University of Business
Bachelor of FinTech, FinTech
2024 -
Grade: CGPA 3.97
Currently a Year 3 student in the Bachelor of FinTech program, semester I. Recipient of the 100% AFT Scholarship with a CGPA of 3.97.
Hunsen Angsnuol High School
High School Diploma, General Education
2021 - 2024
Grade: A
Graduated with Grade A in the National Examination.
Stanford Online
Machine Learning Specialization, Machine Learning
Completed the Machine Learning Specialization.
IBM
Python for Data Science, AI & Development, Data Science
Completed the Python for Data Science, AI & Development course.
Harvard University
CS50's Introduction to Artificial Intelligence with Python, Artificial Intelligence
Completed CS50's Introduction to Artificial Intelligence with Python.
Tech stack
Software and tools used professionally
Availability
Location
CambodiaAuthorized to work in
Salary expectations
Social media
Job categories
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