
Thu Nguyễn Thị
@thunguynth
AI Engineer at Employment Hero building candidate and recruiter agents and improving Smartmatch profile and job-description ranking.
What I'm looking for
At Employment Hero, I designed and implemented voice interview, workflow, and onboarding agents. I also optimized the retrieval algorithm for Smartmatch to improve the accuracy and latency of matching and ranking candidate profiles and job descriptions.
At AI Research Lab, Samsung Electronics Vietnam, I worked on Legal DMS, including an intelligent search service, a legal assistant, and document classification. I also built an LLM-based data generation pipeline for Vietnamese named entity recognition, sentiment analysis, and question answering.
My research spans large language models, conditional diffusion, and applied machine learning, including work in bioinformatics and time series. I hold an M.Sc. in Computer Science from the University of Ulsan, and my publications include work on language models, diffusion, and stock forecasting.
Experience
Work history, roles, and key accomplishments
Designed and implemented intelligent agent systems including voice interview, workflow, and onboarding agents. Optimized retrieval algorithms to improve accuracy and latency of Smartmatch for candidate-JD matching.
Assistant Researcher
Center of Digital Transformation, HUST
Dec 2023 - Present (2 years 11 months)
Conducting research on Conditional Diffusion and Large Language Models, applying them to bio-informatics and time series analysis.
Developed Legal Document Management Service, including intelligent search, legal assistant, and document classification. Trained and deployed state-of-the-art LLMs for chatbot development and built data generation pipelines for NER, SA, and QA tasks.
AI Engineer
Data Design Engineering
Feb 2022 - Jan 2023 (11 months)
Developed text-to-speech models for Korean using Tacotron2, Glow-TTS, FastSpeech-v2, and VITS. Implemented book recognition using YOLOv5, image super-resolution, and OCR.
Data Engineering
Good Intelligence Company
Feb 2020 - Mar 2022 (2 years 1 month)
Developed a drug repositioning system focusing on efficient data collection, management, and search. Deployed stock price prediction trading models using streaming price and stock news.
Education
Degrees, certifications, and relevant coursework
University of Ulsan
Master of Science, Computer Science
2018 - 2020
Grade: 4.2/4.5
M.Sc. in Computer Science with a thesis on short-term stock price movement prediction using transfer learning.
Hanoi University of Science and Technology
Bachelor of Science, Computer Science
2011 - 2016
Grade: 3.2/4.0
Talented Student Program in Computer Science with a thesis on FSO.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
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