As an AI enthusiast equipped with doctoral degree in Machine Learning and Computer Vision, I excel in guiding businesses towards informed decisions through
- Insightful data analysis
- Product innovation
- Customer-centric solution
☝ Actively seeking collaborative opportunities for impactful contributions and cutting-edge research.
Let's chart success together. !!!
Skills
- Python
- R
- C++
- Git
- Linux
- Bash
- Jquery
- Javascript
- HTML
- Numpy
- Pandas
- Matplotlib
- Seaborn
- Tableau
- Plotly
- Tensorflow
- Pytorch
- Scikit-learn
- OpenCV
- NLTK
- SpaCy
- Atlassian
- Gitlab
- Github
- Microsoft SQL Server
- MongoDB
- Apache Spark
- Neo4j
- Docker
- AWS
- Google Cloud
- Scrapy
- BeautifulSoup
- Selenium
Projects
This is a list of my projects showcasing my skills
Typesetting – AI-based Newspaper Placement Tool for the Japanese market.
This project aimed to develop a sophisticated tool for Japanese newspapers that automates the placement of content on the pages. The goal was to enhance the efficiency and quality of newspaper layout design in the Japanese market.
Hailstorm Forecast Using AI
In Japan, where damage from weather disasters continues unabated, there is a need for weather information service providers to promptly notify the danger of unpredictable abnormal weather and encourage consumers to take swift avoidance actions. This project aimed to develop a system provide early detection for extreme weather. Our forecast quality provided by AI-based system is proven to be better than Japan Meteorological Agency(JMA)
Generative AI Recommendation System
This project involves the development of an advanced recommendation system powered by Generative AI techniques. By analyzing user behavior and preferences, the system generates highly accurate and dynamic suggestions in real-time. This innovative approach enhances user engagement and significantly improves business outcomes by increasing conversion rates and customer satisfaction. Through cutting-edge technology, the project aims to personalize user experiences and drive growth for businesses.
Graph-based Recommendation system
Personalized travel recommendation systems are transforming trip planning by using graph-based techniques to analyze destination connections and traveler preferences. The system leverages user data, destination relationships, and travel themes to suggest tailored cities for different types of travelers, from adventure seekers to luxury enthusiasts, creating more intuitive and engaging travel experiences.
Return Forecasts using Conditional Autoconders
Develop an autoconder, which is a neural network trained to reproduce the input while learning a new representation of the data, to analyze the impact of some factors including economic conditions, investor behavior, or other mysterious influences on asset returns. The primary advantages include reducing pricing errors and ensuring adherence to economic principles within the developed pricing model.
AI Avatar Generator
Build API for generating avatars using Generative Deep Learning techniques
Point Cloud Based 3D Object Detection
Develop 3D Object Detection algorithms for enhancing the accuracy, robustness, and capabilities of autonomous systems across a spectrum of applications and industries.
Question Answering System
Build an encoder–decoder network that generates a suitable question, given one of the candidate answers.
Experience
Lead Data Scientist
● Lead data strategy to identify and analyze new datasets, develop signal processing algorithms, fueling the development of machine learning models and build AI-based systems to enhance MTI’s weather services (e.g., Hail forecast system) and automate labour-intensive processes like Japanese article arrangement, Typesetting (patented in Japan) and AI-enhanced verbal medical record systems.
● Collaborate with software developers and data scientists to deploy predictive models into production environments and construct system testing.
● Design and implement algorithms to mine large-scale datasets, conducting error analysis and data cleaning to support market analysis (e.g., Market Insights).
● Coordinate with stakeholders to translate business objectives into actionable data science tasks, perform project planning and communicate findings and recommendations.
● Mentor and guide junior data scientists, fostering their professional growth and ensuring the high quality and consistency of their work.
Data Scientist / Machine Learning Engineer Freelancer
I worked with multiple clients from Australia and Singapore, undertaking research and development projects centered on AI-driven solutions for streamlining administrative HR processes. This encompassed the creation of tools for tasks such as Resume Screening and Open-Domain Question Answer Systems. Furthermore, I contributed to a project focusing on employing Generative models for time series forecasting, showcasing versatility across a range of advanced AI techniques and applications.
Research Assistant
● Collecting and analyzing data
● Conducting literature reviews
● Assisting with project development
● Preparing research documents
● Assisting with administration
Education
Blog
Revolutionizing Newspaper Design: How AI is Automating Typesetting
Building Personalized Travel Recommendation Systems: Leveraging User Preferences and Destination Connections
Predicting the Unpredictable: AI-Powered Weather Forecasting for Hailstorm in Japan
Revolutionizing Business User Engagement: Real-Time Generative AI Recommendation System Boosts Conversion Rates and Satisfaction
Certifications
Academic Testamurs
Professional Certificates
Let's Get in touch !!!
Drop me a line, maybe?
- ctquang89@gmail.com
- (+84)789909647
- Ho Chi Minh city, Vietnam