OVERVIEW -AI/DATA SCIENCE RESEARCH-
At MTI Technology AI Lab in Vietnam , our goal is to build a preeminent team of engineers and researchers in the fields of Data Science / Artificial Intelligence (AI). Just as the machines of the industrial revolution multiplied the physical power of man by thousands, we believe that if applied to the right domains and problems, AI has the potential to multiply the cognitive and creative power of humanity by millions.
In order to leverage this opportunity, MTI Technology AI Labs aims to bridge the gap between abstract theoretical research and practical applications to real-world business needs. Besides fostering creative approaches to known problems, the large diversity of backgrounds as well as the open and collaborative working environment of our research team promotes the identification of entirely new tasks that can be solved by AI. Our data scientist has competence in a wide range of domains within Machine Learning/Deep Learning, and we are constantly pushing to expand on this.
If you are passionate about research and discovery and share our vision of fundamentally transforming the world using AI(Artificial Intelligence) / Data Science technology, please get in touch. Below is a short summary of some of our existing axes of research and products.
The fields of AI (Artificial Intelligence) is very wide. The Data Scientist MTI Technology AI Lab in Vietnam is working/studying/researching a lots of Technics belows.
-Object Character Recognition (OCR)
-Natural Language Processing (NLP)
-Data Analysis, Modeling and Forecasting
-Intelligent Information Retrieval
-Machine Learning/ Deep Learning/Neural Network
1.Object Character Recognition (OCR)
2.Natural Language Processing (NLP)
NLP(Natural Language Processing) is an AI technology which combines both computer and human natural languages. NLP(Natural Language Processing) algorithms help to use the computers to process and analyze large amounts of natural language data. As a result, the computer can help to analyze information from language data as for instance in extracting opinions from product reviews. This technology also supports humans in automating some processes relating to communication, as for instance in creating dialog systems for smart technologies.
In the MTI Technology AI Lab, our Data Scientist in Vietnam have been working on a natural-language generation system.
3.Data Analysis, Modeling and Forecasting
In today’s information-rich world, business analysis transforms into business intelligence, in which peoples use advanced data analytics and modeling skills, to get important insight information and make decision. The more the data is big and complex, the more analytics and modeling skill are sophisticated. Nowadays, beside statistical models, machine learning and deep neural networks are also used to analyze the big data, help user to make more efficient decisions and more accurate predictions.
In MTI Technology AI Lab in Vietnam, our Data Scientist have been analyzing a large amount of health care data from projects in cooperation with hospitals and research institutes in Japan. Our results support medicine doctors or health care divisions in diagnosing the disease, through medical applications and recommendation systems.
Operational Research is the discipline of using models to aid decision-making in complex implementation problems, mostly for operational or logistical processes. Operational Research uses the sophisticated mathematical algorithms to optimize the operations, reduce the operating cost, but still improve the accuracy and efficiency of the system when compare with humans.
5.Intelligent Information Retrieval
A large amount of information is being endlessly created and cumulated over time, especially the knowledge and skills of experts in specific domains. The information can be structured data such as a well-defined database, but mostly is unstructured data such as raw text from documents or scraped text from websites. This has led to a demand for intelligent and efficient algorithms in research and text retrieval. Today, most techniques developed in AI have been applied to retrieval systems with more or less success, but they have been certainly contributing to creating novel value-added services.
In AI Lab, our data scientist initialized an intelligent information retrieval system called “Smart Manual”. This system is designed to deal firstly with a small and specific domain knowledge, such as a system of company rules, procedures and services. Our further target is an expert system that cans professionally assist medicine doctors in examination, diagnosis and treatment.[Reference] Business Data Science
6.Machine Learning/ Deep Learning/Neural Network
Today, weather data is increasingly collected with high resolution and high frequency, thanks to modern measurement equipment such as ground radars, air-bone radars, satellites. In the recent years, besides traditional methods, machine learning and deep learning have been also intensively researched to help improve the accuracy of forecasting.
We AI Lab has competences in processing data from various type of weather radars. In the last recent years, we had an opportunity to work on the data of radars network. Our main achievement is building a system for processing, analyzing and forecasting weather radar images by using Machine Learning and Deep Neural Networks.
Technical Reference from Data Science Blog
Data Science Project
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Vietnam AI / Data Science Lab
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