Behzad Nobakht
Senior Risk Data Scientist @Motability Operations Ltd
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WORK HISTORY
Senior Risk Data Scientist @Motability Operations Ltd
London, GB
EDUCATION
Politecnico di Torino
Master’s Degree, Petroleum Engineering
Heriot-Watt University
Doctor of Philosophy (Ph.D.), Petroleum Engineering
Sharif University of Technology
Bachelor’s Degree, Chemical Engineering
SKILLS
ABOUT BEHZAD NOBAKHT
Behzad Nobakht is a Senior Data Scientist specialising in Uncertainty Quantification of computer models. Although his expertise ranges from supervised/unsupervised learning to probabilistic forecasting under uncertainty, he focuses mainly on time series modelling. He consulted for different industrial sectors in the area of Insurance Pricing, time series prediction, Wireless Sensor Networks (WSN) and Condition-Based Monitoring (CBM). He currently studies data-driven modelling problems, including:• Multivariate multi-step time series forecasting• Automated feature learning using various DNNs, CNNs, RNNs, ConvLSTM, etc.• Online (Incremental) learning with streaming data• Dynamic pricing through incremental optimisation • Uncertainty Quantification (UQ) of deep neural networks• Real-time anomaly detection of multi-sensory systems• Spatio-temporal pattern encoding • Synthetic data generation• Generative models• Single-level and multi-level (hierarchical) error modellingℹ https://jpt.spe.org/author/behzad-nobakht
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