Technical Articles & Insights

A beginner-friendly guide to drawing software architecture diagrams using the C4 model.

The definitive guide on modern AI system architecture. Master vector databases, embedding models, retrieval-augmented generation (RAG), prompt engineering, semantic caching, MCP, autonomous agents, and guardrail design.

A comprehensive developer-focused introduction to PyTorch, starting from basic tensors and autograd to deep learning, convolutional networks, transformers, PyTorch Lightning, and deployment.

Learn Rust starting from what you know in Python. Maps variables, control flows, objects, error handling, and concurrency, ending with a multi-threaded Rust extension for Python.

A comprehensive custom SDK and plugin package for Apache Airflow

A benchmarking study of small form factor hardware devices managing edge AI workloads for QSRs.

A deep dive into PGP Program

How we automated QA classification and clustering to reduce manual effort by 60% with 99.5% accuracy.

A modular, beginner-friendly guide to Apache Spark and PySpark — 18 focused modules covering architecture, DataFrames, execution engine, Spark SQL, MLlib, and performance tuning.

A comprehensive guide on system design covering fundamentals, architecture, storage, networking, and scalability.

Amazon Web Services (AWS) guides and documentation.

Microsoft Azure guides and documentation.

A comprehensive guide on Terraform and Infrastructure as Code workflows. (Work In Progress)