Front-End Automation Engineering
Resume:
NGUYỄN VĂN TUẤN
AI/LLM Engineer
PERSONAL INFORMATION
ad5ne9@r.postjobfree.com
www.linkedin.com/in/iamnvtua
n
Viet Nam
EDUCATION
HA NOI UNIVERSITY OF SCIENCE
AND TECHNOLOGY
CONTROL AND AUTOMATION
ENGINEERING
2018 - 2023
CPA : 3.41/4.0
IELTS: 7.0
NATIONAL UNIVERSITY OF
SINGAPORE
EXCHANGE STUDENT
7/2022 - 8/2022
SKILLS
PROGRAMMING LANGUAGE
PYTHON, C
LLM
Langchain, RAG
DATABASE
MONGODB, ELASTIC SEARCH, NEO4J
AI BACKEND
FAST API, TRITON
MLOPS
DOCKER,GIT
FRONT-END
HTML,CSS
AUTOMATION ENGINEERING
ALTIUM, PROTEUS, MATLAB
OFFICE
MICROSOFT WORD, POWER POINT,
EXEL, LATEX
WORKING AND RESEARCH EXPERIENCE
6/2023 - Now
VIETTEL GROUP
AI/LLM ENGINEER
Project : "Event Extraction"
Reponsibility: Research and Developing
Researching and designing a system that identifyies and classifíes event types and their argument roles from daily Vietnam articles. These models : T5, BERT, BART are used as base models.
Project : "LLM-based Autonomous Agent"
Responsibility: Research and Developing
Designing Autonomous Agent System, which is based on a small-scaled open- sourced foundation language model like Mistral, Gwen, Mixtral-of-expert to solve reporting tasks. These Agents are aimed to have abilities of planning, using tools, reflection and multi-agent collaboration to handle the task. RAG module is also integrated to prevent the hallucination. Project : "Event-based Narrative Extraction"
Responsibility: Developing
Extracting News Narrative, which helps understading the evolving information landscape. This task also includes clustering, classifying, finding relations among events, working with ElasticSearch and Neo4j Project : "Headline Generation"
Responsibility: Developing
Giving clusters of articles that discuss about the same event. The task is to generate the headline for each cluster, acoording to the summary and title of each article in it.
5/2022 - 5/2023
FTECH AI
AI ENGINEER
Project : “ Text To Speech”
Responsibily : Research and Deploying
Researching and Designing an end-to-end Text-to-Speech system that synthesize Vietnamese Speech. My system can synthesize Northern and Southern accent with very high quality. My system is mainly VITS model accompanied by a new preprocessing stage which can help synthesize more natural speech. Finally, I deployed this model on Triton Client Server
Project : “Multi-speaker Text – to –Speech”
Resposibility : Research and Deploying
I apply VITS model to create a Multi-Speaker Text-to-Speech system. Using Vivos dataset and adding some data from the company, I made a model can synthesize Vietnamese speech with 49 different speakers. The results are quite good
Project : "Wakeup words"
Responsibility: Research and Deploying
Developing an app that can recognize some specific command prompts from human for virtual asistant applications. Training pubic ML models in Tensorflow, then convert them to Tensorflow Lite format in order that they can be deployed on mobile devices.
6/2021 - Now
ML-3I LAB
MEMBER
Project: “Keyword Spotting task using Similarity Learning Technique” Responsibility: Researching and Coding
Program Language: Python
The project focused on comparing the accuracy while applying different loss functions in similarity learning such as Softmax, Arcface, Adacos, CosFace, SphereFace. Technique used for this task is Query-by- Example. Finally, we compare the results of the model with these loss functions
Project : “Face recognitiom using Similarity Learning Technique” Responsibility: Researching and Coding
Program Language: Python
The project comparing the performance of difference Loss Function as Arcface, Adacos và Cosface. The model used for this project are: Resnet18, Resnet34, Resnet50, Resnet101, Resnet 152. Compare the results and choose the best model with the best loss function.
12/2020 - 6/2021
RF-3I LAB
MEMBER
Project: “ Smart Energy Monitor for Department”, “Wireless Fire Sensor Network”, “Buck Converter using Switching
Circuit”,
CERTIFICATE
2022
Artificial intelligence and Applications Cerificate from School of Continuing Studies, Hanoi University of Science and Technology
2021
Certificate for participating in Foundation Specialists’ Community Action and Leadership Exchange Programme
(TFSCALE) 2021
2021
Certificate for Participating in Asia Pacific Youth Internet Governance Forum 2021 Camp
EXTRACURRICULAR ACTIVITIES
2020 - now
HOPE II Volunteering Club
MEMBER
Preparing nutrious soup and give them free to
patients in Central Lung Hospital every sunday
morning
HONOURS AND AWARDS
2023
Best Graduation Thesis, Semester 2022.1, School of Electrical and Electronics Engineering, Hanoi University of Science and Technology
2021-2022
Type A Student Academic Incentive Scholarship from Hanoi University of Science and Technology
2022
Lotte Corporation Scholarship for Excellent Students 2022
Awardee Temasek Foundation – National University of Singapore Leadership Enrichment and Regional
Networking
(TS-NUS LEaRN) Programme 2022
2022
Top 4 VLSP in Visual Question Answering Task
2022
Top 4 Final Projects Temasek Foundation – National University of Singapore Leadership Enrichment and
Regional Networking (TS-NUS LEaRN) Programme 2022
2021
Receiving Invitation Letter from Canada professor for the research intern program in Canada
2021
Awardee P2A exchange program : P2A 2021 ASEAN
Student Exchange in Business & Entrepreneurship
2021
TOP 4 IMPRESSIVE FINAL PROJECTS in P2A 2021 ASEAN Student Exchange “ Business & Entrepreneurship
Opportunities in Covid era”
2020
Outstanding Volunteerism Award at HOPE II Volunteering HOBBIES
TRAVEL, PET AND MOVIES
REFERENCE
Associate Professor . Nguyen Quoc Cuong
Lecturer at Hanoi University of Science and Technology Email : ad5ne9@r.postjobfree.com
Senior Developer . Phung Tuan Long
FTECH AI
Email : ad5ne9@r.postjobfree.com
PHD Student. Vu Hong Son
North Texas University
Email : ad5ne9@r.postjobfree.com
Club
2017
Fourth Place in English competition for the gifted in Thai Binh Province
2016
Fourth Place in English competition through Internet in Thai Binh Province
ADDITIONAL INFORMATION
Link to my certificate :
https://drive.google.com/drive/folders/1FVNizcwCieF2pLZ9cRlO G5pvfZVVCALm?usp=sharing
Link github : https://github.com/tuannvhust
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