Hung Duong Email & Phone Number

Houston, Tx, Us

Vietnam

Develop recommendation engine for posts on a manga websiteo Applied collaborative filtering algorithm in MXNeto Developed a hybrid approach to solve Big Data problems in the recommendation system using Scipy sparse matrix and single value decomposition(SVD)Forecast the increasing of real-estate priceo Developed criteria for real-estate datasetso Developed machine learning models to forecast real estate prices and interest rates.

Houston, Texas, United States

Coordinator:o Collaborate with Professor in planning for guiding and gradingo Supervise and help other teaching assistantsTutoring and Grading both basic and advanced mathematics courses such as Calculus, Algebra, Probability

Houston, Texas, United States

Addressed class imbalance in crash datasets for Injury severity classification via Deep learning (Code) (Paper link)o Scraped data from the National Highway Traffic Safety Administration website via BeautifulSoupo Developed a novel 2-phase neural network model to handle imbalanced data, which involves various techniques, namely hybrid sampling, feature embedding, two-phase training.o The result showed a 0.4 G-mean score, the highest among reported 5-class injury-severity models.Implementation of Long Short-Term Memory (LSTM) on vehicle trajectory prediction (Code)o Built deep learning model to predict the position/velocity of surrounding vehicles in the next 5 seconds.Wrote funding proposal: Using Natural Language Processing and Convolutional Neural Network to extract useful information from vehicle crash reports

Hanoi, Vietnam

Mobile captured – Optical Character Recognition (MC-ORC) by computer vision and deep learningo Image Segmentation for IDs, passports with OpenCVo Text detection and recognition with Detectron2o Face detection and face landmark detection for mobile via ONNX and Pytorcho Face matching by using face_recognition repository

Gimhae, Gyeongsangnam-Do, Korea

o Collaborated with an associate professor to manage Precision Manufacturing Lab.o Taught a variety of courses: Non-traditional machining, Flexible transparent electrodeo Guided/trained two Ph.D. students and three Master students; 4 of them graduatedo Project lead of 3 projects: Solar Cells, Touch screens & Smart windowso Achieved 35 research papers (23 publications in SCI journals with 165 citations) and a 3-year grant.

Doctor Of Philosophy - Phd, Mathematics

Master Of Science - Ms, Statistics And Data Science, 3.93

RELEVANT COURSEWORK Statistics Learning & Data Mining Information Visualization Big Data Analytics Prog. Foundation for Data Analytics.

Doctor Of Philosophy (Ph.D.), Precision Manufacturing Engineering, 4.17/4.5

Activities and Societies: Lab manager in Precision Manufacturing Lab, 3 years of involvement • Monitored graduate students to carry out.

Master'S Degree, Metrology

Engineer'S Degree, Aerospace, Aeronautical And Astronautical Engineering