Le Minh Tri Tue Email & Phone Number

Ho Chi Minh City, Vietnam

- Trained and deployed models for speaker diarization and speaker verification problems.- Developed modules to assist the ASR model, including word-level confidence scoring, contextual biasing graphs, and streaming ASR.- Utilized LLM for further processing and information extraction from the textual output of the ASR model.- Led a team of three to crawl, collect, and process data for speaker diarization, speaker verification, and ASR tasks.- Built an anti-spoofing system for face eKYC processes.- Achieved 1st rank in the VLSP 2023 national challenge for Vietnamese Spoofing-Aware Speaker Verification.- Recognized as the Best Performance Employee and Team of the Year from 2021 to 2023.

Hanoi, Hanoi, Vietnam

- Apply kernel clustering to domain adaptation.- Consider the problem of adversarial attack and defense from game theory perspective to learn guaranteed bounds for adversarial perturbations thus help implicitly characterizing class regions as sets of contours tightly enclosing data.

Melbourne, Victoria, Australia

- Conducted research on various subjects leading to publications, including Variational Autoencoders (VAE), domain adaptation, and adversarial learning.- Crawled and processed data for deep learning models focused on vulnerability detection.- Apply Stein variational gradient descent to variational autoencoder, adversarial domain adaptation and Bayesian models for sampling from the unknown target distribution.- Use variational inference to work out the minimal and compact representation but is still able to characterize well the input features.

Ho Chi Minh City, Vietnam

- Automatic extract customers' information from ID photos.- Match between customers' selfies and ID photos for the eKYC process.- Detect frauds in customer's applications.

Ho Chi Minh City, Vietnam

- Python for Data Science- Machine Learning- Advanced Machie Learning

Nice, Provence-Alpes-Côte D'Azur, France

- Determine customers' culture based on their names.- Link and de-duplication customers for airline database.- Recommend appropriate information for linked customers.

Nice, Provence-Alpes-Côte D'Azur, France

In this project, I developed intelligent filtering processes to identify good/accurate training examples for a visual collection representing food categories, by employing web scraping to collect the data available and textual/visual analytic to process it. The result of this analysis will be used to train data in a deep neural network to better learn complex visual categories and reach higher classification accuracy.

Ho Chi Minh City, Vietnam

Teaching assistant in 2 courses for freshers:+ Introduction to Programming+ Data Structure and Algorithms

Ho Chi Minh City, Vietnam

Provide and instruct students in Machine Learning Lab in:+ Practicing machine learning algorithms: Logistics Regression, K-Nearest Neighbor, Support Vector Machine, Neural network.+ Studied application of machine learning in hand-written digit recognition, image compression, spam detection and recommending system.

Ho Chi Minh City, Vietnam

In this research internship, I studied about using Graph-cut in image segmentation. We tried to remove the background from the image of a person (automatically or manually choose some foreground key points in the image (better accuracy)), so that we can easily replace any other backgrounds to this image.

Master Of Engineering’S Degree, Data Science, 3.95/4.00

Activities and Societies: <> - Télécom Paris and Eiffel Excellent (French government) scholarship.

Master Of Engineering’S Degree, Data Science, 3.95/4.00

Activities and Societies: <> - Top 1 in Sophia Antipolis Google HashCode 2016.

Bachelor’S Degree, Computer Science - Honors Program, 9.19/10.00 - Ranking: 3/2500, Intake 2010

Activities and Societies: <> - Honors program scholarship and excellent scholarships from other organizations. - Silver medal in national.

High School, Mathematics, 8.3/10.0

Activities and Societies: <> - Silvel Medal in Ho Chi Minh City Mathematics Competition and 30/4 Mathematics Olympiad in Southern Vietnam.