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prakashkrish-DataGeek/README.md

Hi there 👋

Prakash Krishnamachari

Data and Digital Transformation leader building practical AI solutions across geospatial analytics, subsurface intelligence, and environmental forecasting.

Focus Areas

  • Geospatial AI and remote sensing
  • Groundwater stress and land-change forecasting
  • Remote sensing applications in real world
  • AI based data interpretation
  • Human-in-the-loop AI for industrial operations

Featured Projects

  • Western-Ghats — Land-cover change analysis and ML-based degradation forecasting
  • bengaluru-groundwater-stress — Predictive groundwater stress modeling using geospatial indicators
  • Murchison-Falls-NP-Ground-Subsidence-mapping — Sentinel-1-based subsidence monitoring
  • AI-Petrovision — AI-assisted petrophysical interpretation
  • AgenticAI-Copilot — Safety-critical human-in-the-loop AI for Oil & Gas workflows

What this GitHub showcases

This portfolio highlights practical, domain-led applications of AI and analytics rather than generic demos. The emphasis is on decision support, environmental intelligence, and industrial use cases.

Connect

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  1. AgenticAI-Copilot AgenticAI-Copilot Public

    A production-grade prototype demonstrating ReAct + Safety-Critical Human-in-the-Loop (HITL) architecture for Oil & Gas operations. Built for a Data & Digital Executive to showcase on LinkedIn.

    Python 1

  2. AI-Petrovision AI-Petrovision Public

    AI-assisted interpretation toolkit for petrophysical data analysis.

    Python 1

  3. Western-Ghats Western-Ghats Public

    Multi-temporal Landsat analysis (2006–2026) combining Landsat 5 TM, Landsat 8 OLI and Landsat 9 OLI-2 to predict deforestation probability across the Western Ghats UNESCO World Heritage corridor us…

    HTML

  4. Renewsense Renewsense Public

    RenewSense is a multi-vector geospatial intelligence platform designed to synthesize physical terrain data, climate risk signals, grid infrastructure proximity, and resource potentials into a unifi…

    Python 1

  5. Asset-Intelligence Asset-Intelligence Public

    Legacy operational data is trapped value. This pilot demonstrates how a AI can modernize industrial asset operations by connecting legacy unstructured engineering knowledge with modern operational …

    Python

  6. IntegratedDatacentres IntegratedDatacentres Public

    Multi-vector spatial risk scoring for hyper-scale compute infrastructure, combining satellite geospatial data, power grid telemetry, hydrological modelling, seismic hazard classification, and land …

    Python