Co-Founder, Chief Architect
CurrentA novel automatic trading platform for everyone through seamless human-machine collaboration.https://www.algotrade.vn/
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An-Dân Nguyễn is listed as Co-founder of Algotrade | Human-AI Hybrid System Researcher at Algotrade, based in Ho Chi Minh City, Vietnam, Viet Nam. AeroLeads shows a matched LinkedIn profile for An-Dân Nguyễn.
An-Dân Nguyễn previously worked as Co-founder, Chief Architect at Algotrade and Associate Researcher at Air Traffic Management Research Institute (Atmri), Nanyang Technological University. An-Dân Nguyễn holds Master Of Science, Machine Learning, Data Science And Artificial Intelligence (Macadamia) from Aalto University.
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I continue the research work on seamless human-machine collaboration at the Air Traffic Management Research Institute - Nanyang Technological University, Singapore, under the guidance of Prof. Vu Duong.I'm now working on a new platform to automate trading algorithms. Visit us at https://algotrade.vn.I worked as a Research Engineer at Saab Singapore, researching Air Traffic Management at Nanyang Technological University using Machine Learning and Data Mining while pursuing a master's degree in Machine Learning and Data Mining at Aalto University (which is completed).I worked for Ambient Digital Group, where I built a system to analyze user behavior using topic modeling and Bayesian Inference. I was also involved in a project that quickly estimated an intersection from sets containing millions of elements using HyperLogLog and MinHash.I was a Data Engineer at Sentifi. I helped build the system to get, store, and process financial real-time related data from Twitter, news websites, and blogs. I've also been involved in other projects that aim to improve the quality of processed documents, such as pattern extraction, removing duplication, and detecting similarity. At Aalto University, I obtained a Master's Degree in Machine Learning, Data Science, and Artificial Intelligence (Macadamia). Before that, I graduated from the Advanced Program in Computer Science (APCS) at the University of Science, Vietnam National University, Ho Chi Minh City.I'm currently exploring the potential of MOOCs by taking various courses from Coursera and edX and have completed over 20 courses (and currently taken more)I aim to become an expert/researcher in data science, machine learning, statistics, and making sense of world information.
Listed skills include Java, Research, Programming, Mysql, and 14 others.
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Ho Chi Minh City, Vietnam
A novel automatic trading platform for everyone through seamless human-machine collaboration.https://www.algotrade.vn/
Singapore, Singapore
- Novel concepts for seamless collaboration between artificial agents and humans.- Research on the topic of Multi-agent Reinforcement Learning in Air Traffic Management planning and operation.
Singapore
- Develop new concepts in Air Traffic Management using Machine Learning and Data Mining.- Focus on Runway Occupancy Time and related problems.- Explore a novel mechanism for a seamlessly human-computer collaboration.
Ho Chi Minh City, Vietnam
Core team member of industrial researches and application projects: - Flight Delay Prediction (successfully transfer the prediction module to Air Traffic Management Research Institute, Nanyang Technological University, Singapore, Singapore)- User Demographics in Online MarketingInvestigate several projects for industries:- Customer Segmentation in F&B.
Ho Chi Minh City, Vietnam
- Use LDA and Bayesian Inference to build a system to analyze website topics and infer user behavior and demographic.- Build LDA model in Vietnamese, Thailand, Bahasa Indonesian, and Filipino languages.- Research and deploy Probabilistic Data Structures such as HyperLogLog, and Locality Sensitive Hashing to enhance the backend system to support other.
Ho Chi Minh City, Vietnam
- Implement and maintain the first version of the data stream and batch processing system. Using Twitter API, Solr (later Elasticsearch).- Implement a de-duplication system using Google's Simmash.- Write JAPE rules for the semantic detection system.
Ho Chi Minh City, Vietnam
- Implement, test, and compare distributed computing framework: Hadoop, Spark, MongoDB, Solr.- Use matrix computation as a testing benchmark.
Tan Binh, Ho Chi Minh City
- Implement an index system using sphinx search.- Research on algorithm and recommendation system for Yum project
Thesis: Bayesian Optimization for Partially Overlapping Covariate Data Sources
Activities and Societies: APCS (Advanced Program in Computer Science)APCS (Advanced Program in Computer Science) is a joint program.
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An-Dân Nguyễn works for Algotrade.
An-Dân Nguyễn is listed as Co-founder of Algotrade | Human-AI Hybrid System Researcher at Algotrade.
An-Dân Nguyễn is based in Ho Chi Minh City, Vietnam, Viet Nam while working with Algotrade.
An-Dân Nguyễn has worked for Algotrade, Air Traffic Management Research Institute (Atmri), Nanyang Technological University, Saab, John Von Neumann Institute - Vietnam National University Hcm, and Ambient Digital Group.
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An-Dân Nguyễn holds Master Of Science, Machine Learning, Data Science And Artificial Intelligence (Macadamia) from Aalto University.
An-Dân Nguyễn is listed with skills including Java, Research, Programming, Mysql, Matlab, Python, Html, and Microsoft Office.
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