ujjwalks96 (Ujjwal Kumar Swain)

Geospatial AI Data & Policy Analyst | Data Analytics

I transform satellite data into actionable intelligence, building scalable geospatial ML pipelines on cloud infrastructure to drive evidence-based policy decisions for sustainable development.

🛰️ Satellite Imagery Processing • 🤖 Geospatial Deep Learning • ☁️ Cloud ML Pipelines • 📊 Policy Analytics • 🌍 Sustainable Development

🛰️ Mapping Intelligence from Space to Policy

☁️ Cloud Infrastructure | 🤖 ML/DL | 🌍 Earth Intelligence

🌐 Geospatial Technology Stack

💻 Languages & Core Technologies

🛠️ Frameworks & Tools

Python
_Python
_{GeoPandas • Rasterio • GDAL} TensorFlow
_ML/DL
_{TensorFlow • PyTorch • Scikit-learn} GCP
_Cloud
_{GCP • AWS • Azure} Spark
_{Big Data}
_{Spark • Dask • PostGIS}

🗺️ Geospatial Specializations

🛰️ Remote Sensing & Earth Observation

Sentinel-2 & Landsat Analysis
SAR (Synthetic Aperture Radar)
Multispectral Imaging
Time Series Analysis

🤖 Geospatial ML/AI

Semantic Segmentation
Object Detection in Satellite Imagery
Change Detection Algorithms
Spatial-Temporal Modeling

☁️ Cloud Geospatial Architecture

Google Earth Engine
Planetary Computer
Cloud-Optimized GeoTIFFs (COGs)
Serverless GIS Solutions

📊 Policy & Analytics

Environmental Policy Analysis
Urban Planning & Growth Modeling
Climate Data Analysis
SDG Monitoring & Reporting

☁️ Cloud & Infrastructure

🏗️ Building Scalable Earth Intelligence Platforms

class GeospatialDataEngineer:
 def __init__(self):
 self.role = "Geospatial AI Data & Policy Analyst"
 self.cloud_platforms = ["GCP", "AWS", "Azure"]
 self.geospatial_tools = [
 "QGIS", "ArcGIS", "Google Earth Engine", 
 "GDAL", "GeoPandas", "Rasterio", "Folium"
 ]
 self.ml_frameworks = ["TensorFlow", "PyTorch", "Keras", "XGBoost"]
 self.databases = ["PostGIS", "MongoDB", "BigQuery", "Snowflake"]
 
 def daily_workflow(self):
 return [
 "🛰️ Process satellite imagery at scale",
 "🤖 Train geospatial deep learning models",
 "☁️ Deploy ML pipelines on cloud infrastructure",
 "📊 Analyze spatial patterns for policy insights",
 "🌍 Contribute to sustainable development goals"
 ]

🎯 Current Focus Areas

🛰️ Remote Sensing AI

Developing deep learning models for:
• Land use/land cover classification
• Deforestation monitoring
• Urban growth analysis
• Disaster response mapping

☁️ Cloud-Native GIS

Building scalable systems with:
• Serverless geospatial APIs
• Real-time satellite data processing
• Cloud-optimized raster formats
• Distributed spatial computing

🌍 Key Areas of Impact

🏆 Certifications & Credentials

View All Certifications

Google Cloud Platform Certifications

Professional Cloud Architect Professional ML Engineer Associate Cloud Engineer Cloud Digital Leader

_{Professional Cloud Architect | Professional ML Engineer | Associate Cloud Engineer | Cloud Digital Leader}

Geospatial & Other Platform Certifications

ArcGIS Developer Foundation Azure Developer Associate

_{ArcGIS Developer Foundation 2201 | Azure Developer Associate}

Oracle Cloud Infrastructure Certifications

Oracle Analytics Cloud Professional OCI Architect Associate OCI Foundations Associate

_{Oracle Analytics Cloud Professional | OCI Architect Associate | OCI Foundations Associate}

🔗 Connect & Collaborate

LinkedIn Email Email Alt

💬 "Turning satellite pixels into policy insights, one cloud deployment at a time"

Popular repositories Loading

Wildfire-Dynamics-SouthEastAfrica Public

Decadal wildfire, atmospheric emissions and forest cover loss analysis for Zambia, Tanzania, Malawi and Mozambique using MODIS MCD64A1, Sentinel-5P TROPOMI and Hansen GFC via Google Earth Engine

Jupyter Notebook 1

green-blue-health-exposure-khordha-cuttack-odisha Public

Multi-temporal environmental health exposure assessment for Khordha and Cuttack districts, Odisha. Sentinel-2 LULC, PCA-weighted composite index (heat, green access, blue proximity, air quality, in...

Jupyter Notebook 1 1

population-dashboard Public template

Forked from dataprofessor/population-dashboard

A dashboard web app template built in Python using Streamlit.

Jupyter Notebook

NGO-Empanelment-Registration-Form-with-Map-and-Admin-Access-Functionality Public

Django-based NGO empanelment system with secure registration, auto-generated Application IDs, file uploads, duplicate prevention, race-condition safe ID generation, and comprehensive admin dashboar...

Python

ujjwalks96 Public

Welcome to my Profile :)

geodemographic-india-llm Public

LLM-augmented geodemographic classification of Indian districts using NFHS-5 dataset