Bin Dai Email and Phone Number
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With over two decades of expertise in sensor instrument development, data science, and software development, I apply advanced data science methods to tackle complex challenges in analytical chemistry and geosciences. My experience spans optical & NMR spectroscopy, sensor calibration, the innovation of downhole fluid analysis instrumentation and software development.In recent years, I’ve led a talented team of sensor scientists, data scientists, and software engineers in developing sensors and software solutions that support oil field services. By integrating fit-for-purpose AI and ML techniques, we’ve delivered data-driven innovations that optimize downhole fluid analysis, enhancing capabilities in property prediction and real-time decision-making.
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Senior Scientific Advisor And Data Science LeadHalliburton Nov 2018 - PresentHouston, Texas, UsLead a team of data scientists and software engineers to develop desktop and cloud-based applications for realtime processing and visualization of the wireline and LWD formation testing data, automate the data processing and report generation process, reduce the processing time from days to a few minutes. Develop machine learning and AI solutions to enable realtime downhole fluid analysisConduct formation fluid pumpout numerical simulation and develop ML based proxy models for intelligent job planning.Develop customized data processing and AI algorithms for automated pressure gradient analysis, pressure transient analysis and pretest location optimization.
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Team Lead And Scientific Advisor, Chemometrics, Fluid Id, Sensor Physics Department, Wireline Psl.Halliburton Sep 2013 - Oct 2018Houston, Texas, UsLead a team of sensor scientists and data scientists to develop formation tester's downhole fluid analysis sensors. Support worldwide sensor deployment and ML based sensor calibration.Develop data driven algorithms to enable realtime filtrate contamination analysis during sampling operation.Stayed up-to-date with the latest machine learning technologies and software packages.
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Research ScientistMonsanto Jun 2008 - Sep 2013St. Louis, Missouri, UsLead a team of automation engineers and sensor scientists developing the world's fastest haploid seed sorting machine based on ultrafast NMR relaxation measurement, to support double haploid breading program. Support company wide data science and analytics effort for analytical chemistry measurement and instrument automation -
Research ScientistProcter & Gamble Mar 2007 - May 2008Cincinnati, Ohio, Us1. Develop chemometric and advanced digital signal processing algorithms for data analysis and modeling in vibrational spectroscopy, hyperspectral imaging, NMR spectroscopy/relaxometry.2. Develop two-dimensional NMR relaxometry and novel NMR data parameterization methods to better understand the molecular structure, phase, and dynamic of complex fluid. Applied these data analysis tools and methods to investigate phase stability problems of complex liquid detergent fluids. -
Research AssistantUniversity Of Kentucky Aug 2002 - Mar 2007Lexington, Ky, Us1. Develop nondestructive and high-throughput Near IR process analytical instrument using molecular factor computing simulation for biomedical diagnostic and pharmaceutical process analytical applications.2. Investigate near infrared spectroscopy for pharmaceutical cleaning validation. -
Ph.D. Summer InternProcter & Gamble May 2006 - Sep 2006Cincinnati, Ohio, Us1. Developed chemometric models (PCA, PLS and MLR) to correlate NIR, NMR and LC-MS data with coffee sensory data2. Developed and implemented the heterospectroscopy (NMR & LC-MS) statistical correlation method for coffee taste attribute biomarker discovery
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Summer InternGeneral Electric May 2002 - Jul 2002Boston, Ma, UsSupply Chain Management Software Testing.
Bin Dai Skills
Bin Dai Education Details
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Washington University In St. LouisFinance -
University Of KentuckyChemometrics (Data Science In Analytical Chemistry)
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Tongji UniversityChemistry
Frequently Asked Questions about Bin Dai
What company does Bin Dai work for?
Bin Dai works for Halliburton
What is Bin Dai's role at the current company?
Bin Dai's current role is Senior Scientific Advisor and Data Science Lead at Halliburton.
What is Bin Dai's email address?
Bin Dai's email address is da****@****ail.com
What schools did Bin Dai attend?
Bin Dai attended Washington University In St. Louis, University Of Kentucky, Tongji University.
What are some of Bin Dai's interests?
Bin Dai has interest in Children, Economic Empowerment, Education, Science And Technology, Arts And Culture.
What skills is Bin Dai known for?
Bin Dai has skills like Analytical Chemistry, Spectroscopy, Nmr, Chemistry, Data Analysis, Chemometrics, Nir Spectroscopy, Statistics, Matlab, Lc Ms, Data Mining, Multivariate Analysis.
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