Geo AI

Portfolio

Shale Insight

3D models reconstructed from 2D SEM images using advanced AI techniques like UNet, revealing intricate shale structures with precision.
A person is viewing a map with red data points on a computer monitor, likely indicating a geographical distribution. The image has a focus on technology and data analysis.

AI Simulation

Detailed simulations of underground shale layers generated by GANs to predict geological behavior under various conditions.
The image displays a close-up view of a rock face with intricate natural patterns and textures. The rock features swirling lines and layers that reveal its geological formation process, characterized by shades of warm brown and beige.

Data Fusion

Integration of multi-modal geoscience data enhanced with AI algorithms to create comprehensive, actionable subterranean models.
A laptop screen displaying the OpenAI logo and text. The laptop keyboard is visible below, with keys illuminated in a dimly lit environment.
An aerial view of a mining site with layered earth tones and a long, dark road or conveyor belt running horizontally across the center. Earth-moving equipment is visible near the bottom right, amidst large, sweeping patterns in the terrain that suggest excavation or quarrying activity.

Geo AI

Combining deep learning with geoscience, I translate 2D SEM images into dynamic 3D shale models that reveal hidden underground secrets.

Tech Stack

UNet and GAN architectures drive my AI-powered simulations.

Foundations in AI

Gallery

3D models from 2D SEM images powered by AI techniques.

The image displays a close-up view of a rock face with intricate natural patterns and textures. The rock features swirling lines and layers that reveal its geological formation process, characterized by shades of warm brown and beige.
A large open-pit mine with a yellow excavator positioned at the center, surrounded by layered rock formations exhibiting varied shades of brown and gray. The broad expanse of the mining area showcases distinct strata and erosion patterns carved into the earth.
A hand holding a white hard hat with a green symbol, overlooking a large, open quarry or mining site. The landscape consists of rocky terrain with an expansive view into the horizon, where the sky meets the earth, filled with a light blue and orange gradient from the setting or rising sun.
A vast rocky terrain stretches across the image with distinctive craters and a few painted markings. The sky above is partly cloudy, casting dynamic shadows on the ground. Structures with teal roofs are visible on the left side, likely facilities or observation points.