Well imaging and safety video

Well imaging

Resistivity images of drilled wells show natural fractures and rock layers, which tell geologists how productive a reservoir can be. Experts used to spend about three months analysing them.

• Built the data and training pipelines for models that detect fractures and other geological features.
• Integrated inference with the reservoir and well monitoring applications.
• The productive zones of a well are now identified in minutes.

Safety on vessels

• Designed a real-time video inference engine (Rust, PyTorch) that detects safety violations and watches dangerous zones on vessels.
• Real-time alerts, plugged into the existing safety processes, with privacy built into the design.