Hongcai W.

Advanced Analytics Machine Learning Deep Learning (object detection, image classification, segmentation, transfer learning, etc) Generative AI (LLMs, SLMs, VLMs, Multimodal Models) application and research Deep Reinforcement Learning Problems solving Stakeholder engagement

Data Science - Machine learning algorithms / Optimisation - Deep learning on lithotype classification - Large dataset management and manipulation - MLOps Energy - Petroleum Geoscience - Numerical modeling and data analysis - CCS and EGR

- Researched and developed exploratory analysis, visualization, and synthesis of wireline logs with python and data analytic techniques. - Applied machine learning techniques (KNN, K-means, SVM, Decision Trees) to well log datasets for the data analysis, petrophysical property prediction, and facies classification. - Developed numerical models and analyzed modeling results on carbon sequestration and unconventional resources extraction.

- Taught tutoring sessions for petroleum geology and geophysics. - Organized and evaluated case study seminars. - Co-supervised honors and postgraduate students for their research projects.

Extensive laboratory experiments and numerical modeling, plus data analysis: - Curated and analyzed LWD and wireline logs with python, excel, etc. to evaluate geochemical and petrophysical properties of targeted formations. - Managed, integrated, and analyzed data from multiple sources for the in-depth understanding of tight sandstone. - Researched significantly on geochemical, geomechanical, and petrophysical data collected from rock samples for further analysis and modeling. - Developed and analyzed multiscale numerical models to qualitatively and quantitatively evaluate the effects of electromagnetic heating on rock geochemical, geomechanical, and petrophysical properties. - Wrote scientific papers and conference manuscripts, presented at international conferences, and publish academic journal papers.

- Analyzed and performed quality control checks on logging whilst drilling and wireline logging digital data obtained from the well. - Analyzed and performed quality control checks on logging borehole seismic digital data obtained from the well. - Prepared and undertook well log and borehole seismic data loading into a geological database. - Work closely with other members of the team and the team lead to prioritize specific well data. - Perform regular reporting on progress in a project with complex data, high-quality requirements, and tight deadlines.

Worked at client's office - Chevron: - Analyzed and performed quality control checks on logging whilst drilling and wireline logging digital data obtained from the well. - Analyzed and performed quality control checks on logging borehole seismic digital data obtained from the well. - Prepared and undertook well log and borehole seismic data loading into a geological database. - Work closely with other members of the team and the team lead to prioritize specific well data. - Perform regular reporting on progress in a project with complex data, high-quality requirements, and tight deadlines.