Engineering Knowledge Hub

Open-source notes, Machine Learning breakdowns, and GeoAI architectures.

Active & Updated

Machine Learning Specialization

From Mathematical Intuition to Production Engineering

Deep dive into Supervised & Unsupervised Learning, Gradient Descent, Neural Networks, and real-world MLOps deployment.

#Machine Learning#Gradient Descent#Python#Scikit-Learn#GeoAI
Coming Soon

GeoAI & Spatial Intelligence

Remote Sensing, Raster Engineering & Spatial ML

Architecting scalable geospatial machine learning pipelines, satellite imagery segmentation, and GIS spatial data engineering.

#GeoAI#Rasterio#GDAL#PyTorch#GIS
Coming Soon

MLOps & Large-Scale Deployment

Model Serving, Feature Stores & Drift Monitoring

Building production ML infrastructure, model monitoring pipelines, CI/CD for machine learning, and scalable APIs.

#MLOps#Docker#FastAPI#Kubeflow#MLflow