Machine Learning User Experience
Resume:
******.***@*****.***
** **** **** *****, *** Thuan, Thanh
Khe, 550000 Da Nang
C O N T A C T P R O F I L E
S K I L L S
E D U C A T I O N
W O R K E X P E R I E N C E
Honored Bachelor
Duy Tan University
2017-2022
Graduated with GPA 3.4
Freelancer
PHP DEVELOPER - E-commerce Websiste
I am tasked with developing and enhancing the Nineship e-commerce platform using PHP and Laravel, aiming for efficient operation and a seamless user experience.
Technology:
Laravel
Redis
01/2018 - 01/2020
I am an open-minded and ambitious developer, possessing proven expertise in both website development and artificial intelligence (AI) technologies. As a fervent learner, I continuously seek to expand my knowledge and skills, particularly in the IT field. My strong interpersonal abilities allow me to effectively communicate and collaborate with teams, fostering a productive work environment. I embrace challenges as opportunities for continuous personal and professional growth, always aiming to push the boundaries of what is possible in technology and development.
L A N G U A G E S
English
Japanese
L E B A V I Ẹ T
A I E N G I N E E R
Python Developer
NodeJS DEVELOPER - Blog Website
Several development tasks have been assigned to improve a blog website, utilizing Express and Node.js, aimed at enhancing its functionality and user experience. Technology:
ExpressJS
03/2022 - 06/2023
SPELLING CORRECTION
The advanced Transformers model ensures accurate Vietnamese spelling correction, enhancing text quality and readability through deep language processing.
Technology:
Deep learning
Fine-tune T5 Model
Python
TMT Technology Company, Da Nang
Python 90%
Deep Learning 90%
Machine Learning 80%
SQL, No SQL 90%
Data Mining 100%
65%
30%
TMARKETING WEBSITE
This tool automates texting, posting, and messaging, managed via a website using Microservices for scalability and reliability. It streamlines communication and content management, enhancing user experience for individuals and businesses.
Technology:
Microservices
Fast API
CRAWL DATA:
Using Selenium to crawl data from Facebook and Instagram helps businesses automate insight gathering on customer behavior and trends, enabling more targeted marketing strategies. Technology:
Selenium
Airflow
NLP Developer (Remote) 06/2023 - 06/2024
SmartGo KR
Analyzing scientific articles involves using LDA and BERT-based models. The process starts by automating data collection from sources like ScienceDirect via web scraping tools to extract and store relevant data. Technology:
LDA
Deep Learning
Selenium
Analyze topics with scientific articles:
Aspect sentiment analysis of Da Nang tourism uses TripAdvisor data and Few-Shot Learning to assess sentiments across 20 aspects, including accommodations, cuisine, attractions, and service quality. Technology:
LLM
Deep Learning
Selenium
Aspect Sentiment analyze with tourist destination in Danang: Research and develop automatic report writing system and recommendation system: Creating an LLM-powered report system automates data analysis, while a hybrid travel recommendation system offers personalized suggestions, enhancing productivity and user experience. AI ENGINEER 06/2024 - NOW
Horus AI, Ha Noi
Optimize the Wav2Vec2 Large model for Vietnamese by fine-tuning and enhancing accuracy with SOTA Fisher Adam. Retrain a 5-gram language model to further boost performance and rebuild the dataset to support both Vietnamese and English, ensuring robust handling of numerical data.
Technology:
Deep Learning
Speech To Text
Fine-tune the ViTS model for Vietnamese.
Technology:
Deep Learning
Text To Speech
Prepare training datasets using text-to-speech and voice conversion, and train real-time wake words with a DNN model. Technology:
Deep Learning
Wake Word
Create a regulation Q&A chatbot using RAG, agents, and system prompting with LLM Gemini 1.5 Flash for accurate, efficient responses
Technology:
RAG
LLM
Prompting
Chatbot
P E R S O N A L P R O J E C T
ASPECT BASE SENTIMENT:
Developing a sentiment analysis model for TripAdvisor comments involves fine-tuning BERT to classify sentiments across aspects like service, cleanliness, location, and value. By training BERT on annotated data, the model provides detailed insights into customer feedback, helping businesses identify strengths and areas for improvement, offering valuable support to the hospitality and tourism industry.
Technology:
Fine-tuning Bert
Deep Learning
Selenium
SUMMARIZE VIETNAMESE TEXT:
Summarizing Vietnamese text, the MT5 model leverages its extensive pre-training to understand and condense the essential content of the input text. By processing the nuances and context of the Vietnamese language, it generates concise summaries that capture the core message and relevant details.
Technology:
Fine-tuning MT5
Deep Learning
Applied to summarizing text, especially in a specific language like Vietnamese, fine-tuning Flan-T5 involves training it further on a corpus of Vietnamese texts and their corresponding summaries. Technology:
Qlora with LLM - FLAN T5
Deep Learning
Word Translation Using Nearest Neighbor:
Word translation through the nearest neighbor method involves leveraging vector space models where words from different languages are represented as high-dimensional vectors. These vectors capture semantic meanings based on word usage in large text corpora. Technology:
Machine Learning
AI Mathematical Olympiad
Fine-Tuning Deepseek Math model for olympic math problem with Tora: Technology:
LLM
Lora
Deploy model with Triton and FastAPI for local server. Technology:
Docker
Triton
RestAPI
CICD
Contact this candidate