Toward a Culture-Aware Vietnamese Mental Health Support Chatbot with Large Language Models
SOICT 2025 - Accepted
Nguyen Tran Minh Nhat, Pham Cong Hoang, Tran Phong Quan, Tran Le Dung, Long D. Nguyen, Nguyen Duong Hung, and Ho Viet Duc Luong.
Data Science / Optimization / Artificial Intelligence
Pham Cong Hoang
Data Science undergraduate at Hanoi University of Science and Technology, researching evolutionary algorithms, machine learning, and optimization for complex computational problems.
2research publications
3.79cumulative GPA / 4.00
2first prizes in modeling
Profile
Optimization research grounded in data science.
I am pursuing a B.Sc. in Data Science at HUST with a cumulative GPA of 3.79/4.00 and a most recent semester GPA of 3.94/4.00. My coursework spans machine learning, deep learning, optimization, and computer science.
As a Research Assistant at the Computational Intelligence Optimization Laboratory and BKAI, I work on evolutionary algorithms, heuristic and metaheuristic methods, and learning-based approaches for route and combinatorial optimization.
Focus areas
Evolutionary algorithmsCombinatorial optimizationMachine learningBiomedical image registrationRoute optimizationLarge language models
Selected work
Publications and research outputs.
Interpretable Multi-Omics Learning with Cell-Conditioned Motif Graphs for Drug Response Prediction
Applied Soft Computing Journal - Q1, IF 6.6
Long D. Nguyen, Luong Ho, Nhat M. T. Nguyen, Hoang C. Pham, Paul Teesdale-Spittle, and Binh P. Nguyen. First-round revision submitted.
Projects
Research projects across optimization, AI, and healthcare.
Biomedical Image Registration Review
Reviewed classical optimization-based, metaheuristic, CNN-based, and Transformer-based methods using OASIS brain MRI and DIR-Lab 4DCT evaluation settings.
Optimization Algorithms at CIO Lab
Implemented evolutionary algorithms and heuristic/metaheuristic methods including GA, GP, DE, ES, PSO, Tabu Search, Simulated Annealing, and ALNS.
Route Optimization with ML
Explored machine learning and deep learning approaches for route optimization and related combinatorial optimization tasks.
Trajectory
Education, lab work, and academic recognition.
Research Assistant, CIO Laboratory / BKAI
Computational Intelligence Optimization Laboratory, International Research Center for AI, SoICT, Hanoi University of Science and Technology.
B.Sc. in Data Science, HUST
Expected graduation in 2027. Coursework includes Machine Learning, Deep Learning, Optimization, and Computer Science.
First Prize, Mathematical Modeling Competition
Received First Prize in both the 2024 and 2025 Mathematical Modeling Competition.
Le Quy Don High School for the Gifted
Specialized Mathematics Program. GPA 9.3/10.0, with national and provincial academic distinctions.
Skills
Programming, optimization, and research tooling.
PythonC++CJavaPyTorchScikit-learnCPLEXGurobiOR-ToolsNumPyPandasGitLinuxLaTeX
Contact
Open to research collaboration in AI and optimization.
Based in Hanoi, Vietnam. Available for research discussions, academic collaboration, and applied optimization projects.