E X P E R I E N C E
Senior Specialist Applied Artificial Intelligence
Hung Thịnh Innovation | Ho Chi Minh City, Vietnam | Apr 2022 – Present
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Working in R&D department to research and apply AI solutions to the real estate business.
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News Express: Research and build and deploy a system for automatically
collecting, synthesizing, and analyzing news from several sources. The news is filtered
for duplicates, ranked, categorized, and summarized using multiple AI/ML models.
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Digital Humans: Apply state-of-the-art AI models to entity
recognition, intent classification, open domain question and answer. Build, integrate,
and deploy a digital human dialog management module on the Rasa platform. Utilize
Transformer models to restore punctuation and capitalization in Vietnamese text
generated fromthe speech recognition system
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TechstackPyTorch, FastAPI, MySQL, PostgreSQL, Scrapy, Rasa, Google Dialogflow, Docker, Git, …
AI Engineer
TIKI CORPORATION | Ho Chi Minh City, Vietnam | Aug 2021 – Apr 2022
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Apply state-of-the-art CV/NLP models into the e-commerce system to assist optimize the
time and resources of operating the system.
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Content Moderation: Research, build and deploy a content moderation service
for e-commerce systems with millions of users. This service detects and removes media
(image, video, live stream) or text containing unwanted content, such as nudity,
violence, offensive, toxic, ...
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Techstack: PyTorch, FastAPI, Apache Kafka, MySQL, Docker, Jenkins, Git, …
AI Engineer
DaiPhat Solutions | Ho Chi Minh City, Vietnam | Dec 2018 – Aug 2021
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Bring state-of-the-art AI researches into production-ready environment that adapts to real business challenges
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Digital Document System: Research, build and deploy a real-time information retrieval system for administrative documents. This
system serves multiple AI/ML models (OCR, Information Extraction, Semantic Matching, …) in parallel fashion
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Customer Relationship Management Services: Research, build and deploy services to collect, analyze, and manage all interactions
between citizens and governmet which have successfully intergrated into e-government system for serveral province governments.
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Techstack: PyTorch, Django, FastAPI, Flask, Apache Kafka, Elasticsearch, Docker, Jenkins, Git, …
Software Engineer Internship
EKB-FSoft | Ho Chi Minh City, Vietnam | May 2018 – Aug 2018
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Build Shopping Web, Employee Management System by Ruby and Ruby on Rails
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Techstack: Ruby, Ruby on Rails, MySQL, Gitlab, …
Research Internship
TDTU Artificial Intelligence Laboratory (AI-Lab) | Ho Chi Minh City, Vietnam | 2017 – 2018
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Study the basic theory of Machine Learning, Deep Learning and especially in the NLP field.
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Work on Entity Typing and Question Answering research projects.
E D U C A T I O N
Master degree in Computer Science
Ton Duc Thang University | Ho Chi Minh City, Vietnam | 2019- 2022
Bachelor degree in Computer Science
Ton Duc Thang University | Ho Chi Minh City, Vietnam | 2015- 2019 | CGPA: 8.69/10
R E S E A R C H
Publications
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An Pha Le, Tran Vu Pham, Thanh-Van Le, Duy V. Huynh, Ngo, D., & Hien T. Nguyen. Robust hierarchical model for joint span detection
and aspect-based sentiment analysis in Vietnamese. In 2022 9th IEEE NAFOSTED Conference on Information and Computer Science (NICS).
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Duong, P. H., Chung, C. C., Vo, L. T., Nguyen, H. T., & Ngo, D. (2021, November). Detecting Hate Speech Contents Using Embedding
Models. In International Conference on Computational Data and Social Networks (pp. 138-146). Springer, Cham
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Duong, P. H., Nguyen, H. T., Duong, H. N., Ngo, K., & Ngo, D. A hybrid approach to paraphrase detection. In 2018 5th IEEE NAFOSTED
Conference on Information and Computer Science (NICS).
Awards
Third prize of scientific research student award 2017-201
- Hao T. Do, Duy D. Nguyen, Dat Ngo. Question Answering Systems based on english
O P E N S O U R C E P R O J E C T S
BERT_VN_NER
Github | https://github.com/datnnt1997/bert_vn_ner | 2020
- PyTorch solution of Vietnamese Named Entity Recognition task with Google AI’s BERT model.
CygnusX1
Github | https://github.com/datnnt1997/CygnusX1 | 2022
- A multithread tool for searching and downloading images from popular search engines
VFastPunct
Github | https://github.com/Hung-Thinh-Innovation/VFastPunct | 2022
- Fast punctuation and capitalization restoration using Transformer Models for Vietnamese
ViSA
Github | https://github.com/datnnt1997/ViSA | 2022
- Pytorch solution of Vietnamese sentiment analysis task.
S K I L L S
- PyTorch, Django, FastAPI, Flask, Apache Kafka, Elasticsearch, Docker, Jenkins, Git, Rasa, Scrapy, PostgreSQL...
- Natural Language Processing, Deep Learning, Micro-service, Distributed System, Research, Technical Discussion and Writing.
P E R S O N A L I T Y
- Leadership Potential, Dependable, Cheerful, Teamwork, Enthusiastic, Responsibility