Lam Hoang Khanh
EDUCATION
Dong A University
- GPA: 4.44/4.5
- Graduation Thesis: Digital Twin Smart City Visualization with MoE based Personal Thermal Comfort Analysis
- Supervisors: Prof. Suk-Hwan Lee ; Prof. Soo-Yol Ok
Mar 2023 - Feb 2025
Ho Chi Minh University of Education
- GPA: 3.48/4.0
- Graduation Thesis: Forex Price Prediction Using Deep Learning Model
- Supervisors: Dr. Kieu My ; Dr. Nguyen Khac Van
Sep 2018 - May 2022
PUBLICATIONS
Journals:
- Hoang-Khanh Lam, Phuoc-Dat Lam, Soo-Yol Ok, and Suk-Hwan Lee. “Digital Twin Smart City Visualization with MoE-Based Personal Thermal Comfort Analysis.” Sensors 25, no. 3 (2025): 705.
- Hoang-Khanh Lam, Phuoc-Dat Lam, Bon-Hyeon Gu, So-Yol Ok, and Suk-Hwan Lee. “Digital Twin: Smart City Platform Development with Personal Thermal Comfort.” Korean Multimedia Society 27, no. 11 (2024): 1298-1313.
- Phuoc-Dat Lam, Bon-Hyon Gu, Hoang-Khanh Lam, Soo-Yol Ok, and Suk-Hwan Lee. “Digital Twin Smart City: Integrating IFC and CityGML with Semantic Graph for Advanced 3D City Model Visualization.” Sensors 24, no. 12 (2024): 3761.
- Hyeon-Cheol Kim, Hoang-Khanh Lam, Suk-Hwan Lee, and Soo-Yol Ok. “Early Fire Detection System by Using Automatic Synthetic Dataset Generation Model Based on Digital Twins.” Applied Sciences 14, no. 5 (2024): 1801.
Conferences:
- Hoang-Khanh Lam, Lam, Phuoc-Dat, Soo-Yol Ok, and Suk-Hwan Lee. “Digital Twin: Smart Cities Visualization with Thermal Analysis.” Korean Multimedia Society. 2024. (Excellent Paper Award)
- Hoang-Khanh Lam, Gia-Phat Tran. “Deep Learning for Forex Price Predictions.” Korean Multimedia Society. 2023.
EXPERIENCE
Dong A University - AIDT Lab
- Developing a 3D Smart City Platform with BIM data using Unreal Engine.
- Build Personal Thermal Comfort Model using MoE based architecture.
Mar 2023 - Present
KMS Healthcare - R&D Department
- Build a drug discovery model and platform.
- Learn Google Data Analytics courses on Coursera and build API using Django Rest Framework, then rewrite contents for other staffs.
Mar 2022 - Mar 2023
Freelancer.com
- Strong Web Scraping skills, improved communication skills with foreign clients, and self-managed projects.
Jan 2022 - Present
VBPO - Vietnam Business Productivity Optimization
- Working with Time Series Data: Crawl, analyze, and preprocess Forex data.
- Build LSTM model to predict Forex rates.
- Collect, process data, predict and visualize in real-time, delivering results through Google Sheets API.
Oct 2021 - Mar 2022
PROGRAMMING SKILLS
- Programming Languages: C++, Python.
- Frameworks: PyTorch, Scikit, TensorFlow, Keras, Django, Selenium.
- Tools: Git, Google Colab, Jupyter Notebook, VS Code, LaTeX.
- Platforms: Linux (Ubuntu 20.04), Windows.
- Soft Skills: Writing, Public Speaking, Time Management, Presentation.
PROJECTS
Apply Deep Learning on Forex Market:
Crawling, preprocessing, and building LSTM model to predict currency rates in the next timestamp.
Tech: Web Scraping, Data Analysis, Time Series Modeling.Unhealthy Leaf Classification:
Using CNN architecture to classify healthy or unhealthy mango leaves from a dataset collected on Ba Den Mountain.
Experience: Data collection, processing, modeling, and error analysis. Team collaboration.License Plate Reader:
Detect and recognize license plates of vehicles in Vietnam.
Tasks: Dataset collection, bounding box drawing, modeling, and error analysis.
HONORS AND AWARDS
- Rank 147/2767 (Top 6%) - Harvard Medical School - Harmful Brain Activity Classification
- Rank 17/300 - The Gotcha Corona Game (July 2021)
- Rank 7 - AICovidVN 115M Challenge: Covid Cough Detection Challenge (June 2021)
- KMS Back2School Scholarships 2020 - 20 scholarships awarded to excellent IT students in Ho Chi Minh City.
- 3 out of 8 semesters - Won scholarships for academic excellence at university.
LANGUAGES
- Vietnamese: Native
- English: IELTS 6.5
- Korean: KIIP Level 1
REFERENCES
Prof. Suk-Hwan Lee
Professor in Department of Computer Engineering, Dong A University.
Email: skylee@dau.ac.krDr. Nguyen Viet Hung
Dean of Department of Computer Science, Faculty of Information Technology, Ho Chi Minh University of Education.
Address: 250 An Duong Vuong St, Ward 4, District 5, Ho Chi Minh City, Vietnam.
Email: hungnv@hcmue.edu.vnDr. Nguyen Khac Van
Lecturer of Department of Computer Science, Faculty of Information Technology, Ho Chi Minh University of Education.
Address: 250 An Duong Vuong St, Ward 4, District 5, Ho Chi Minh City, Vietnam.
Email: vannk@hcmue.edu.vn