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GOURGOPAL618/README.md

Typing SVG


Status Season Domain


Typing SVG






GOURGOPAL618


GitHubΒ  LinkedInΒ  KaggleΒ  Roboflow


Followers Stars Views

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:  July 16, 2026 β€” RATHA YATRA πŸ”±
  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


Β  DATE COSMIC EVENT MISSION STATUS
πŸ”± July 16, 2026 Ratha Yatra Official Launch β€” THE MRIDANSH
Open Agro-Spatial Intelligence Platform		 🟑 T‑MINUS
🌾 July 24, 2026 Bahuda Yatra Remote Sensing Space-AI Paper
Launch & Publication Draft Release		 🟑 T‑MINUS
βš•οΈ 2026 Β· Q3 β€” AEREXIS OMEGA V1.5 Release
Next-Gen Space Medicine AI		 πŸ”΅ IN BUILD
πŸ›°οΈ 2026 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


# ══════════════════════════════════════════════════════════════════════
#   GOURAGOPAL MOHAPATRA  ::  PERSONAL MANIFEST  ::  CLASSIFIED
# ══════════════════════════════════════════════════════════════════════

operator = {

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

    "loves"           :  [
                            "πŸš€  Space β€” first, last, and always",
                            "πŸ’ͺ  Myself β€” the primary fuel of every mission",
                            "🧠  Deep Learning β€” the language of intelligence",
                         ],

    "obsession"       :  "Human bodies in space β€” where biology meets the cosmos",

    "home_lab"        :  "ASTROVITAL AI Setup β€” custom AI/electronics orbital station",

    "belief"          :  "If it cannot be seen from orbit, it has not been mapped yet.",

    "philosophy"      :  "Unconstrained by Terrestrial Boundaries 🌌",

    "spirit_code"     :  "I build systems that think in dimensions humans cannot see.",

    "next_chapter"    :  "THE MRIDANSH β€” feeding a nation through orbital intelligence",

    "status"          :  "🟒  ALL SYSTEMS NOMINAL β€” MISSION CONTINUES",
}

print(">> Operator manifest loaded. Launch sequence standing by.")


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. MISSION_RS_SDA MISSION_RS_SDA Public

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

    Jupyter Notebook 2

  3. 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

  4. 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

  5. LULC_ODISHA LULC_ODISHA Public

    Automated LULC Classification of Odisha Coastal Zone using Sentinel-2 imagery and Random Forest Machine Learning algorithm.

    Jupyter Notebook 2

  6. EARTHLENS_AI EARTHLENS_AI Public

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

    Jupyter Notebook 2