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GOURGOPAL618/README.md

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Status Season Domain


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GOURGOPAL618


GitHubΒ  LinkedInΒ  KaggleΒ  Roboflow


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πŸ“‹ OPERATOR DOSSIER β€” CLASSIFIED

╔══════════════════════════════════════════════════╗
  CALLSIGN     :  GOURAGOPAL MOHAPATRA
  ALIAS        :  GOURGOPAL618
  DESIGNATION  :  Space-AI & Remote Sensing Engineer
  CLEARANCE    :  LEVEL Ξ© β€” ORBITAL INTELLIGENCE
  COORDINATES  :  Odisha, India [20.94Β°N, 84.80Β°E]
  ──────────────────────────────────────────────────
  ACTIVE DOMAINS:
    ∷ Earth Observation & Deep Learning
    ∷ SAR + Multispectral Satellite Analysis
    ∷ Space Medicine AI & Human Physiology
    ∷ Agro-Spatial Intelligence Systems
  ──────────────────────────────────────────────────
  MISSION STACK:
    β—ˆ RS-SDA-02     β†’  Crop Health & Anomaly Engine
    β—ˆ THE MRIDANSH  β†’  State-Scale Agro Platform
    β—ˆ ASTROVITAL AI β†’  Space Medicine Intelligence
  ──────────────────────────────────────────────────
  LAUNCH WINDOW:  Coming Soon....πŸ”œ
  STATUS       :  βœ… ALL SYSTEMS NOMINAL
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

I bridge deep learning frameworks with satellite physics. Conventional CS sees text & tables β€” I see the Earth in multi-spectral Β· multi-temporal Β· active radar (SAR) layers.


πŸ›‘οΈ MISSION SYSTEMS β€” TECH ARSENAL


β€” SATELLITE INTELLIGENCE LAYER β€”

Sentinel-1 Sentinel-2 SRTM Landsat


β€” GEOSPATIAL COMPUTE LAYER β€”

GEE QGIS Rasterio GDAL


β€” DEEP LEARNING CORE β€”

PyTorch Python NumPy Scikit


β€” HARDWARE OPTIMIZATION β€”

memmap GPU RAM



πŸš€ HIGH-IMPACT MISSION PORTFOLIO

Each project is not a repo β€” it is a deployed intelligence system.


Β Β πŸ—ΊοΈ Β MISSION β€” 01 Β Β·Β  LULC CLASSIFICATION, ODISHA

Cloud-Native Land Use Land Cover Intelligence

  OBJECTIVE  β–Έ  High-accuracy feature boundary mapping over Odishan topography
  TECHNIQUE  β–Έ  Manual pixel ground-truthing for geometric stability
  CORE ASSET β–Έ  200+ high-precision geographic training polygons @ 50–100m resolution
  OUTCOME    β–Έ  Bypassed traditional algorithmic failures via spatial engineering

  🌾 Β MISSION β€” 02 Β Β·Β  CROP HEALTH & ANOMALY DETECTION RS-SDA-02

Stacked LSTM Β· Sentinel-2 NDVI Time-Series Β· Agro-Intelligence

  OBJECTIVE  β–Έ  End-to-end multi-spectral time-series anomaly detection engine
  TECHNIQUE  β–Έ  Stacked LSTM on NDVI dynamic variation sequences
  CORE ASSET β–Έ  Computational baseline powering THE MRIDANSH state-scale platform
  OUTCOME    β–Έ  Live anomaly detection across Odisha's agricultural zones

Β Β πŸŒͺ️ Β MISSION β€” 03 Β Β·Β  SAR DISASTER RESPONSE β€” CYCLONE FANI

PyTorch U-Net Β· Balasore-to-Puri Coastal Corridor

  OBJECTIVE  β–Έ  Flood inundation mapping of historic Cyclone Fani devastation
  TECHNIQUE  β–Έ  Stacked SAR channels β€” Pre-VV + Co-VV + Log-Ratio
  CORE ASSET β–Έ  1,029.43 kmΒ² absolute inundation volume identified
  OUTCOME    β–Έ  Dice Score 85.8%–86.5% Β· Outpaced Otsu baseline

Β Β βš•οΈ Β MISSION β€” 04 Β Β·Β  ASTROVITAL AI β€” VITALX CORE V1

Human Physiology in Space Β· AI-Powered Space Medicine Engine

  OBJECTIVE  β–Έ  AI monitoring of human bodies in deep space environments
  VERSIONS   β–Έ  VITALX CORE V1  β†’  AEREXIS OMEGA V1.5  β†’  OMNISENTINEL V2
  DOMAIN     β–Έ  Space Medicine Β· Biomedical Signal Processing Β· Orbital Health

Β Β Β Β ASTROVITAL AI


πŸ“… 2026 MISSION LAUNCH GRID


Symbol DATE COSMIC EVENT MISSION STATUS
πŸ”± July 16, 2026 Ratha Yatra Official Launch β€” THE MRIDANSH
Open Agro-Spatial Intelligence Platform		 🟒 Launched
🌾 2026 Coming... Remote Sensing Space-AI Paper
Launch & Publication Draft Release		 🟑 T‑MINUS
βš•οΈ 2027 Β· Q3 β€” AEREXIS OMEGA V1.5 Release
Next-Gen Space Medicine AI		 πŸ”΅ IN BUILD
πŸ›°οΈ 2027 Β· Q4 β€” OMNISENTINEL V2 Full Deploy
Multi-Domain Orbital Intelligence		 πŸ”΅ IN BUILD


πŸ“Š MISSION TELEMETRY β€” GITHUB STATS


Β Β 







🌌 OPERATOR LOGS β€” PERSONAL CORE DUMP

"Every pixel in a satellite image is a data point waiting to speak."









🧬 ASTROVITAL AI β€” SPACE MEDICINE ROADMAP





ASTROVITAL AI is the long-term Space Medicine AI arm of the operator's work β€” exploring how human physiology holds up beyond Earth, where biology meets the cosmos. VITALX CORE V1 is live; the next two versions are slated for 2027.



πŸ“¬ GROUND CONTROL β€” ESTABLISH UPLINK


LinkedInΒ  GitHubΒ  Kaggle


RoboflowΒ  EmailΒ  Phone



Python PyTorch GEE


SAR LSTM UNet


QGIS SpaceMed






Pinned Loading

  1. ASTROVITAL_AI_VITALX_CORE_V1 ASTROVITAL_AI_VITALX_CORE_V1 Public

    An EDGE CDSS (Clinical Decision Support System) for Health Of Astronauts in Deep Space πŸ‘©β€πŸš€πŸ‘©β€πŸš€πŸš€πŸš€

    Jupyter Notebook 2

  2. THE_MRIDANSH THE_MRIDANSH Public

    THE MRIDANSH is a physics-guided AI system that estimates the current best scientific state of soil from multi-modal Earth observation data, providing a unified foundation for agriculture and civil…

    Python 2

  3. MISSION_RS_SDA MISSION_RS_SDA Public

    Build production-grade skills for Satellite Data Analysis πŸ›°οΈπŸ›°οΈπŸ“‘

    Jupyter Notebook 2

  4. SAR_DISASTER_MAPPING_ODISHA SAR_DISASTER_MAPPING_ODISHA Public

    A Deep Learning-based Satellite Remote Sensing pipeline utilizing Sentinel-1 SAR imagery and U-Net architecture to map and segment flash floods across the high-impact Cyclone Zones of coastal Odish…

    Jupyter Notebook 1

  5. Crop_Health_Monitor_Odisha Crop_Health_Monitor_Odisha Public

    Satellite-driven time series anomaly detection pipeline using Google Earth Engine and Python to monitor Kharif Paddy phenology and flag early-stage crop stress in Odisha.

    Jupyter Notebook 1

  6. EARTHLENS_AI EARTHLENS_AI Public

    Remote sensing and geospatial AI platform for land cover analysis and environmental monitoring

    Jupyter Notebook 2