An-Dân Nguyễn Email and Phone Number
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.
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Co-Founder, Chief ArchitectAlgotrade Jul 2020 - PresentHo Chi Minh City, VietnamA novel automatic trading platform for everyone through seamless human-machine collaboration.https://www.algotrade.vn/ -
Associate ResearcherAir Traffic Management Research Institute (Atmri), Nanyang Technological University Oct 2022 - Jun 2024Singapore, 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. -
Research EngineerSaab Jun 2018 - Mar 2020Singapore- 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. -
Research AssistantJohn Von Neumann Institute - Vietnam National University Hcm Jun 2017 - May 2018Ho Chi Minh City, VietnamCore 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- Blockchain for LogisticsTeaching Assistant:- Machine Learning and Data Mining- Advanced Machine Learning and Data Mining- Text and Web Analytics- Decision Analysis -
Senior Software EngineerAmbient Digital Group Jan 2015 - Aug 2016Ho 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 projects. -
Data EngineerSentifi Aug 2013 - Nov 2014Ho 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.
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Research EngineerUniversal Technology Services Jun 2013 - Aug 2013Ho Chi Minh City, Vietnam- Implement, test, and compare distributed computing framework: Hadoop, Spark, MongoDB, Solr.- Use matrix computation as a testing benchmark.
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Software EngineerInspilab Mar 2011 - Mar 2012Tan Binh, Ho Chi Minh City- Implement an index system using sphinx search.- Research on algorithm and recommendation system for Yum project
An-Dân Nguyễn Skills
An-Dân Nguyễn Education Details
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Machine Learning, Data Science And Artificial Intelligence (Macadamia) -
University Of Science, Ho Chi Minh CityComputer Science
Frequently Asked Questions about An-Dân Nguyễn
What company does An-Dân Nguyễn work for?
An-Dân Nguyễn works for Algotrade
What is An-Dân Nguyễn's role at the current company?
An-Dân Nguyễn's current role is Co-founder of Algotrade | Human-AI Hybrid System Researcher.
What schools did An-Dân Nguyễn attend?
An-Dân Nguyễn attended Aalto University, University Of Science, Ho Chi Minh City.
What are some of An-Dân Nguyễn's interests?
An-Dân Nguyễn has interest in Math, Artificial Intelligent, Computer Science, Politics, Civil Rights And Social Action, Machine Learning, Doing Experiment, Data Science, Reading, Education.
What skills is An-Dân Nguyễn known for?
An-Dân Nguyễn has skills like Java, Research, Programming, Mysql, Matlab, Python, Html, Microsoft Office, Windows, Powerpoint, Sphinx, Recommender Systems.
Not the An-Dân Nguyễn you were looking for?
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An Diệp Đan Nguyễn
Ho Chi Minh City, Vietnam
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