Satya Hariharan
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A Novel Approach to Conceptual Gaming

Machine perception and spatial intelligence system for extracting actionable insights from incomplete, complex spatial data. Directly applicable to mining exploration, agricultural monitoring, and supply chain optimization using satellite imagery, geological surveys, and sensor networks.

A Novel Approach to Conceptual Gaming

Project Video

Methodology & Approach

  • Developed machine perception methodologies for analyzing fragmented 3D reconstructions, directly applicable to processing incomplete geological survey data, LIDAR scans, and subsurface imaging for mining operations.
  • Created AI-assisted analysis frameworks for identifying opportunities and hazards in spatial data that traditional human analysis might miss—essential for mining exploration and agricultural risk assessment.
  • Implemented approaches for extracting comprehensive intelligence from partial satellite imagery, drone data, and sensor readings for agricultural crop health assessment and precision farming optimization.
  • Designed systems for modeling complex supply chain scenarios and commodity flow optimization based on incomplete geographic, climatic, and economic data.
  • Explored virtual spatial analysis as methodology for understanding potential disruptions and optimization opportunities in commodity logistics and supply chain management.

Resource Industry Applications

Mining Exploration & Planning

Fragmented 3D reconstruction methodology for processing geological survey data, LIDAR scans, and subsurface imaging to create actionable spatial intelligence and AI-assisted risk assessment.

Agricultural Monitoring

Machine perception systems analyzing satellite imagery, drone data, and sensor readings for comprehensive crop health assessment and precision agriculture optimization.

Supply Chain Optimization

Virtual space modeling for complex supply chain scenarios, helping commodity traders understand potential disruptions and optimization opportunities through spatial analysis.

Market Spatial Intelligence

AI systems analyzing commodity flows based on geographic, climatic, and economic factors rather than purely human-centered market assumptions.

Year

2023

Context

Independent Research

Technologies

  • 3D Reconstruction
  • Machine Perception
  • Spatial Intelligence
  • AI Analysis
  • Geological Visualization
  • Agricultural Monitoring