About Me
Profile
Name: Tran Dang An - trandangan012003@gmail.com - +84-982-415-137
Role: Data Scientist
Location: Hanoi, Vietnam
Education
Vietnam Institute of Information Technology
Master of Information Technology · 2025–Present
Currently pursuing advanced studies in Information Technology
University of Science and Technology of Hanoi (USTH)
Bachelor of Data Science (GPA: 3.2) · 2021–2024
Publication: A novel approach to enhance Graph data representations and GNNs for anomalous node classification (VNICT@2024)
Professional Experience
Amigo Technologies JSC
Data Scientist
- Built intelligent agents for RAG workflows using Langflow, Ollama/OpenAI APIs, and Milvus, enabling secure retrieval and contextual generation from banking data.
- Designed GenAI solutions tailored to financial services, leveraging IBM Watsonx.ai and orchestrating multi-agent workflows via Watsonx Orchestrate.
- Delivered internal proof-of-concept projects showcasing Watsonx.ai capabilities; implemented ETL pipelines using IBM DataStage.
- Supported enterprise data integration and backup operations on Netezza Performance Server in collaboration with major banking institutions.
FPT Information System
Data Scientist
- Developed credit scoring solutions by implementing machine learning models for bank clients.
- Managed and processed data, including handling missing values, duplicates, outliers, encoding categorical features, feature scaling, and addressing imbalanced datasets.
- Demonstrated domain expertise in banking and credit score evaluation.
Certifications
- IBM Data Science Methodology (2021)
- Google Advanced Data Analytics (2023)
- IBM watsonx.ai Technical Sales Advanced L4 (2024)
- IBM Data Integration Technical Sales Intermediate L3 (2024)
- IBM Data Governance Technical Sales Intermediate L3 (2024)
- IBM Watson Query Technical Sales Intermediate L3 (2024)
- IBM Enterprise Design Thinking Practitioner (2024)
- watsonx.data Sales Foundation (2025)
- watsonx.data Technical Sales Intermediate (2025)