Do Thuan

Experience

• 

  Smilee.io

  Mar 2019 - Sept 2019

  Intern
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  FPT Software

  Jun 2021 - May 2025

  Data Engineer

  Roles and Responsibilities- Client Collaboration: Engaged with clients and stakeholders to define data requirements, propose solutions, and maintain clear communication.- Data Pipeline Management: Built and maintained scalable data infrastructures and ETL pipelines across GCP, AWS, and Snowflake.- Cross-Team Collaboration: Partnered with front-end, back-end, and analytics teams to deliver optimized solutions.- Performance Optimization: Boosted processing efficiency through tuning and proactive issue resolution.- Data Security: Protected sensitive data with robust security measures and regulatory compliance.Data Hackathon Champion: Our team won first place in the Data Hackathon 2022, organized by FPT Software in Ho Chi Minh City. Show less

• 

  Hiroshima University

  Jun 2025 - now

  AI Application Researcher

  - Implemented ML/DL models (One-Class SVM, XGBoost, Isolation Forest, CNNs, LSTMs,Autoencoders) for time-series anomaly detection and spatiotemporal video analysis.- Built end-to-end time-series data processing pipelines with feature engineering andaugmentation and large-scale experimentation.- Integrated deep learning with traditional ML to improve model performance, scalability, and interpretability.- Collaborated with non-technical researchers, providing ML expertise and translatingdomain requirements into AI solutions.- Delivered AI solutions for ecological monitoring and smart agriculture, driving data-driven decision making in real-world environments. Show less