Email: duchiep1702forwork@gmail.com
Mobile: +84-886-222-003

• VNU University of Engineering and Technology, Hanoi
  Bachelor of Science in Computer Science (Honors program); GPA: 3.5
  Sep. 2021 - Jul. 2025

• Thai Binh Gifted High School, Thai Binh
  Specialized in Mathematics
  Sep. 2018 - July. 2021

• Legal Texture Entailment, Hanoi
  Researcher
  July 2023 - December 2023

  • Researched Legal Texture Entailment using NLP, Legal Informatics to model complex legal texts for semantic entailment.
  • Developed and fine-tuned transformer-based ML models, improving entailment prediction accuracy by 15% over baselines.
  • Collaborated with senior researchers to analyze results, interpret metrics, and co-author a technical report with future research proposals.

• Enhancing Video Summarization Techniques with Advanced Language Models, Hanoi
  Researcher
  December 2023 - March 2025

  • Built and maintained a sports database for top five European football leagues, enabling detailed analysis of match results and player stats.
  • Designed a workflow for automated video summarization using BERT and GPT models to generate concise football match summaries.
  • Enhanced video summarization with computer vision and NLP algorithms, improving accuracy by 20%.
  • Tested and validated summarization algorithms with quantitative metrics to ensure high-quality outputs.

• A Multimodal Method for Identifying Foul Situations in Football Matches, Hanoi
  Researcher
  March 2025 - July 2025

  • Spearheaded the development of a multimodal foul detection framework, combining computer vision and temporal data processing to accurately identify foul situations in football matches with high precision.
  • Designed and implemented a novel data augmentation technique to address class imbalance in foul detection datasets.
  • Achieved a notable improvement in foul detection accuracy, boosting model performance by 2% through the integration of multimodal feature fusion and fine-tuning of deep learning models.

• Top 5 of Vietnamese Language and Speech Processing
  Issued by Vietnam Institute for Advanced Study in Mathematics (VIASM)

• Consolation Prize for Scientific Research Conference for Undergraduates 2024
  Issued by Faculty of Information and Technology of University of Engineering and Technology - Vietnam National University

• First Prize for Scientific Research Conference for Undergraduates 2025 (Faculty Level)
  Issued by Faculty of Information and Technology of University of Engineering and Technology - Vietnam National University

• Third Prize for Scientific Research Conference for Undergraduates 2025 (University Level)
  Issued by University of Engineering and Technology - Vietnam National University

• Language: Python, C++
• Framework: Deep Learning, Machine Learning, Math Modeling.

• English: IELTS 6.0
• Vietnamese: Native or bilingual proficiency