Resume

AI Engineer

AI Innovation Center (AI1), FPT Software

Developing and maintaining multi-agent systems, leveraging orchestration framework and runtime for building and managing long-running and stateful agents.

• Developed and maintained multi-agent systems with orchestration framework
• Performed backend integration with automated workflows for scalable systems
• Successfully delivered multiple specialized multi-agent systems with high customer satisfaction

Research Assistant

Center for Environmental Intelligence (CEI), VinUniversity

Developed methods to automate the process of material discovery. Published in two Q1 journals (IF 20 and 6.8). Advisors: Prof. Dung D. Le and Prof. Tung Nguyen-Dang.

• Published in Nature Synthesis (Q1 Journal, IF: 20.0)
• Published in Journal of Science: Advanced Materials and Devices (Q1 Journal, IF: 6.8)
• Automated material discovery using AI and high-throughput robotics

AI Research Resident

AI Innovation Center (AI1), FPT Software

Investigated multimodal generative AI for diverse applications, including text-to-image and LLM-based recommender systems. Published in EMNLP 2024 and WACV 2026. Advisor: Prof. Dung D. Le.

• Published in EMNLP 2024 on experiential policy learning for target-driven recommendation dialogues
• Published in WACV 2026 on detecting out-of-distribution objects through class-conditioned inpainting
• Resolved ambiguous search queries with hybrid ranking method combining semantic and full-text search

Undergraduate Research Assistant

AI Laboratory/Institute for Artificial Intelligence (UET-IAI)

Developed end-to-end system for automated Nuchal Translucency segmentation and measurement. Advisor: Dr. Long Quoc Tran.

• First Prize in AI4VN challenges 2022: Medicine Pill Image Recognition Challenge
• Developed end-to-end system for automated medical image analysis

Undergraduate Research Assistant

Data Science and Knowledge Technology Laboratory

Constructed Vietnamese multi-label e-commerce dataset and established baselines with traditional statistical ML models and CNN-PhoBERT.

• Published in KSE 2021 on aspect-based sentiment analysis
• Achieved around 95% Micro/Macro F1 using Word-Window Locating and Chi-Squared feature selection

BSc (Honors)

VNU University of Engineering and Technology

Computer Science

• Salutatorian - Ranked 2nd/153 of the Computer Science Department

Student with Five Good Merits Certificate - Central Level

Vietnamese Government

Awarded to 85 students nationwide for excellence in: Academics, Ethics, Volunteerism, Physical Fitness, and Integration.

First Prize, AI4VN Challenge 2022

AI4VN

Developed a medicine pill image recognition system; selected as best solution among 163 national teams.

Second Prize, National Student Physics Olympiad

Vietnamese Ministry of Education

National-level physics competition

National Outstanding Female Student in Science and Technology

Vietnamese Government

Awarded to 20 female STEM students nationwide for excellent academic performance.

Second Prize, Student Scientific Research Contest

VNU-UET

Project: Aspect-oriented Vietnamese e-commerce sentiment analysis

Vingroup Scholarship

Vingroup

Merit-based scholarship for academic excellence (2020-2021)

Pony Chung Scholarship

Pony Chung Foundation

Merit-based scholarship for academic excellence (2021-2022)

UET Merit Scholarship

VNU-UET

Merit-based scholarship for academic excellence (6 semesters)

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting

Winter Conference on Applications of Computer Vision (WACV)

Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Wei-Lun Chao, Dung D. Le.

Finding Environmental-friendly Chemical Synthesis with AI and High-throughput Robotics

Journal of Science: Advanced Materials and Devices

Van-Hao Vu, Khanh-Huyen Bui* (equal contribution), Khoa D.D. Dang*, Manh Duong-Tuan, Dung D. Le, Tung Nguyen-Dang. (Q1 Journal, IF: 6.8)

Algorithmic Iterative Reticular Synthesis of Zeolitic Imidazolate Framework Crystals

Nature Synthesis

Zichao Rong, Zihao Chen, ..., Khanh-Huyen Bui, ..., Laurent El Ghaoui, Omar M. Yaghi. (Q1 Journal, IF: 20.0)

Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues

Findings of the Association for Computational Linguistics: EMNLP

Huy Quang Dao, Yang Deng, Khanh-Huyen Bui, Dung D. Le, Lizi Liao.

Aspect-Based Sentiment Analysis Using Mini-Window Locating Attention for Vietnamese E-commerce Reviews

13th International Conference on Knowledge and Systems Engineering (KSE)

Binh Le-Minh, Thi-Phuong Le, Khanh-Hung Tran, Khanh-Huyen Bui, Hoang-Quynh Le, Duy-Cat Can.