Personal Information
Do Tran Anh Duc
dotrananhduc@gmail.com
0767******
Ho Chi Minh City,
Vietnam
Skills (Hover skills to show details)
Programming Languages
Frameworks
Containerization & Orchestrators
CMS Frameworks
Linux OS
Code Management
Databases
Testing
CI/CD & Deployment
Coding Style
Documents
Languages
English
Japanese - N4
Chinese - HSK1
Mobile Developer
Web-app Full-stack Developer
NLP Researcher
Career Objective
Expertise: More than 6-year experience in Natural Language Processing, Computational Linguistics and Web/Mobile Application Development
Skills: Research, Teaching, Web development, Mobile development, Collaboration, Issue Troubleshoot, Problem Solving, Software Failure Understanding, Backend Development, Cron Job, Automation, Micro-service Development, Fast Delivery, Open Source.
Programming Languages: Python, Kotlin, JavaScript, C, C++, Assembly, Rust, Dart
Frameworks: VueJS, Django, Pytorch, Tensorflow, WASM
Languages: Vietnamese, English, Chinese, Japanese
Platform: AWS
Work Experience
January 2023 - Present
Freelance
Full-stack Developer
Develop an email notification system to monitor event change when user uploads documents (AWS Lambda and Python libraries to check malicious files)
Setup a queue system to decouple system into micro service using Amazon SNS and SQS
Utilize AWS CodePipeline service to setup a complete CI/CD pipeline with notification if failure happens.
Set up high availability and elasticity with load balancing and auto scaling.
Financial Management App for Restaurants
February 2021 - October 2022
University of Science - Ho Chi Minh City
Teaching Assistant
Work as Teaching Assistant in Natural Language Processing, Principles of Programming Languages, Computer Hardware, Computer System Programming, Principle of Programming Language
Guide bachelor courses at the Ho Chi Minh University of Science, Vietnam
Support classroom activities, including tutoring, grading homework, and reviewing exams
Maintain Zoom schedule of support services and attend all sessions
Partner with the teacher to plan and implement lessons following the school's curriculum, goals, objectives, and philosophies
Assist and mentor students in groups of up to 100 by reviewing lesson teachings and giving marks
December 2017 - October 2022
Research Assistant Click here for more details
Develop a Computer-Assisted Translation product with improvement functionality
Publish 2 papers about stylometry in detecting plagiarism for fraud thesis
Construct Vietnamese Toolkit Website for preprocessing Vietnamese text
Construct a Nom Translator Website for Vietnamese heritage preservation
Construct a Word Analysis Website for supporting word analysis
Guide the undergraduate student to make theses about Computer Science, such as Constituency Parsing, Dependency Parsing, Thesis Plagiarism Detector, Real Estate Analyzer, Computer-Aided Translator Website
Research in Cross-lingual Dependency Parsing since 2020
July 2019 - January 2021
Full-stack Web & Mobile Developer
Plan website development, converting mockups into usable web presence with HTML, JavaScript, AJAX and JSON coding.
Construct websites using HTML, CSS, JavaScript and jQuery languages
Build FAQ chatbot console using Vuejs & Django.
Create a chatbot core based on Dialogflow API and Rasa.
Implement Speech-to-Text and Text-to-Speech on chatbot, increasing interaction ability of user.
Develop and built plan for Radio application for Android (using Kotlin).
Deploy APIs for VoIP server, using Linphone mobile as front-end to connect.
April 2019 - July 2019
PrimeLabo Co, Ltd
AI Intern
Offer new algorithms based on to filter out low-quality images
Clean and preprocess all image data before training model
Set up the progress of training Fashion Trending models
Discuss and represent ideas about building a high-level chatbot
August 2017 - March 2018
MIDEAS Co., JSC
Natural Language Processing Intern
Design a database to store chat history from customers
Clean and process text data for analyzing trending
Use data visualization tools to represent models in marketing trending
Clean and report customer data to the marketing team that improves quality when advertising
Crawl data from Facebook using Python packages (Scrapy)
Education
2022 - 2024
Master of Business Administrator
Western Sydney University
2019 - 2021
Computer Science
University Of Science - Ho Chi Minh City
Thesis: Adapting cross-lingual model for Vietnamese dependency parsing (9.4/10). Supervisor: Assoc. Prof. Dinh Dien
Main subject / occupational skills covered
2015 - 2019
Computer Science - Bachelor of Science
University Of Science - Ho Chi Minh City
Thesis: Building Online Computer-Assisted Translation based on Open Source Code (9.0/10). Supervisor: Assoc. Prof. Dinh Dien
Main subject / occupational skills covered
Certifications
2021
Advanced Machine Learning on Google Cloud
Hosted by Google Cloud Training
2021
Preparing for Google Cloud Certification: Machine Learning Engineer
Hosted by Google Cloud Training
2021
Machine Learning with TensorFlow on Google Cloud
Hosted by Google Cloud Training
2021
Google Cloud Digital Leader Training
Hosted by Google Cloud Training
Publications
2018
Nhung Nguyen Tuyet, Duc Do Tran Anh, Dien Dinh, (2018). “Stylometry of Vietnamese texts and application”, National Conference on Education, Vietnamese Study Research and Vietnamese, Hue, Vietnam.
Duc Do Tran Anh, Vinh Luong An, Diep Nguyen Thi Nhu, Dien Dinh, (2018) “Application of stylometry in detecting plagiarism”, 4th International Conference on Interdisciplinary Research in Linguistics and Education, Hue, Vietnam
2021
Duc, Do T. A., Thinh, Pham H. P., Duy, Vu T. and An-Vinh, Luong (2021). “Adapting Word Order Transformation For Vietnamese Dependency Parsing”. The 14th National Conference on Fundamental and Applied IT Research, Ho Chi Minh City, Vietnam. DOI: 10.15625/vap.2021.0099
Duc Do, Dien Dinh, An-Vinh Luong, Thao Do (2021). “Adapting Cross-lingual Model To Improve Vietnamese Dependency Parsing”. The 2021 International Conference on “Artificial Intelligence and Big Data in Digital Era” (ICABDE), Ho Chi Minh City, Vietnam.
Phu-Thinh Pham, Duy Vu-Tran, Anh-Duc Do-Tran (2021). “NER - VLSP 2021: A Span-Based Model for Named Entity Recognition Task with Co-teaching+ Training Strategy”. The 8th International Workshop on Vietnamese Language and Speech Processing (VLSP 2021), Vietnam.
2022
Duy Vu-Tran, Phu-Thinh Pham, Duc Do, Dien Dinh (2022). “Integrating Label Attention into CRF-based Vietnamese Constituency Parser”. 36th Pacific Asia Conference On Language, Information And Computation (PACLIC 2022)
Phu-Thinh Pham, Duy Vu-Tran, Duc Do, Dien Dinh (2022). “Intent Detection and Slot Filling from Dependency Parsing Perspective: A Case Study in Vietnamese”. 36th Pacific Asia Conference On Language, Information And Computation (PACLIC 2022)
Products
Website Products
Nook Renovation - A landing page website for marketing bathroom renovation service
Nook Designer & CMS - A web app for design and custom a bathroom in 2D space
Work with Nook & CMS - A web app for booking a worker (like Grab)
Wordpress - Build a WordPress website with e-Commerce platform. Deploy production in 1 month. Click here
Fashion Website - Build a blog fashion website in 1 day including SEO. Click here
Real-estate Website - Construct and push website in Google Search and get 2 customers. Click here
Dictionary Website - Manually process over 60.000 Vietnamese words for website. Construct website with best platform and security for big data.
Nom Translation - Build a website supporting OCR image containing Nom script and translating into Vietnamese. Model gives over 80% accuracy and best matching with translation memory technique. Click here
Vietnamese Toolkit - Build a Vietnamese toolkit website with support 5 functions for handling Vietnamese text using deep learning model. Run faster 90% after updated. Click here
Resume Website - Build a responsive resume website using only HTML & CSS (TailwindCSS supported). Click here
Word Analysis Website - Build a word analysis website using Vuetify and Django. Click here
Calendar Website - Build a calendar website using VueJS and TailwindCSS. Click here
Mobile Products
EVLD Dictionary - Create EVLD Dictionary application for Android and published to Google Play Store. Develop faster 2 times by using Kotlin
Radio Application - Take over a project when deadline is only 1 month. Handle streaming API and user management and transfer data between devices
Chatbot Products
Las Vegas Chatbot - Build chatbot platform using Dialogflow. Update chatbot platform to use Rasa for user configuration. Configure Text-to-Speech and Speech-to-Text for chatbot
Chatbot Console - Construct console for config chatbot flow. Run responsive website for all platform (mobile, desktop, tablet..)
Design Products
Design EURO 2021 Calendar by Canva [Click here]
Research Products
Data Crawler - Crawl over 50 newspaper, blogs, Facebook post for building Vietnamese corpus
Data Wrangling - Clean over 400.000 texts from data crawler for structured corpus
Machine Learning - Refactor Pytorch syntax model for Vietnamese dependency parsing. Analysis text from wrangled data with linear & non-linear models
Natural Language Processing - Build a model for recognizing plagiarism in thesis. Adapt pre-train model for dependency parsing, with accuracy over 80%. Build dependency parsing tool accuracy over 85.83%
Conferences & Seminars
2021
The 14th National Conference on Fundamental and Applied IT Research
Present paper "Adapting Word Order Transformation For Vietnamese Dependency Parsing" at the 14th National Conference on Fundamental and Applied IT Research
2021
International Conference on “Artificial Intelligence and Big Data in Digital Era”
Present paper "Adapting Cross-lingual Model To Improve Vietnamese Dependency Parsing" at the 2021 International Conference on “Artificial Intelligence and Big Data in Digital Era”
2019
Decentralized Cryptography School (DCS'19)
Complete the 4-day workshop and seminar hosted by the University of Science, The Vietnamese National University
2018
Interdisciplinary Research in Linguistics and Language Education
Present paper "Application of stylometry in detecting plagiarism" at the 4th International conference on Interdisciplinary Research in Linguistics and Language Education held by University of Foreign Languages, Hue. University, in cooperation with Vietnam National University, Hanoi University of Languages and International Studies, The University of Danang, University of Foreign Languages Studies, Guangxi University, Hokkaido University of Education, and Buriram Rajabhat University
2018
Decentralized Cryptography School (DCS'18)
Participate in seminars and complete the courses in the Autumn School hosted by the Quy Nhon University, Vietnam
Volunteering
2019
Blood Donation Campaigns
University of Science, Hochiminh City, Vietnam
Donate blood to the Vietnam Red Cross Society every year
2017
2017 School of MEMS & Semiconductor IC Technology
VNUHCM - University of Science, Hochiminh City, Vietnam
Prepare the necessary academic materials for classes during the event
Work with participants and help them communicate with professors
Collaborate with team members to prepare devices and decorate stages
2017
Japanese Day 2017
VNUHCM - University of Science, Hochiminh City, Vietnam
Create promotional content by taking photos and editing images during the event
Provide physical and logistical support to attendees and presenters attending the event's contest
Assist to build menus in the event, as well as prepare food and beverage for 150 people
2017
Amazing Race Saigon
VNUHCM - University of Science, Hochiminh City, Vietnam
Create, organize and manage shift calendar for over 100 participants
Research and build regulation content to guide participants
Work in first aid team to take care of injured people during the event
Honours & Awards
2018
Top 30 Tech Debater
The contest had over 500 participants joining to debate about Artificial Intelligence and Machine Learning subjects
Networks and Memberships
2018
The 3rd International Student Science Forum 2018
An official member of The 3rd International Student Science Forum 2018 under the theme "Human Resources in the Industry 4.0"
Management and Leadership Skills
2019
Team leader of Decentralized Cryptography School (DCS'19)
Hosted by Quy Nhon University, Vietnam
2018
Team leader of Decentralized Cryptography School (DCS'18)
Hosted by Quy Nhon University, Vietnam