Kalyan Blogs

Mastering Go Concurrency: From Slices to Worker Pools (Interview + Real-World Guide)

Apr 1, 20263 min read

📱 Don’t Throw it Away! How I Turned My Old Phone into a Web Server

Jan 13, 20263 min read

Beginner-Friendly MLOps Project: Reproducibility with Git, DVC & AWS S3

If you’re starting MLOps, don’t begin with Kubernetes or fancy pipelines. Start with this question: “Can I recreate my ML project exactly after 6 months?” If the answer is NO, then your ML system is

May 10, 20266 min read

From PDFs to Vectors: Building a Production-Grade LLM Ingestion Pipeline on AWS (Handling Data Drift the Right Way)

Dec 24, 20254 min read

🚀 Building a Simple MLOps Pipeline from Scratch (for Software Engineers)

Dec 21, 20255 min read

🛡️ DevSecOps Infrastructure for ML Pipelines on AWS

As ML pipelines mature from experiments to production systems, security, compliance, and automation become mission-critical. In this blog, we’ll break down how we built a DevSecOps infrastructure for machine learning workloads on AWS — with security-...

Jul 12, 20253 min read

🚀 Building a Secure MLOps Pipeline with Kubernetes on AWS

Machine Learning models are only as powerful as the systems that deploy and manage them. In this blog, we walk through the creation of a production-ready MLOps pipeline using MLflow, Docker, Kubernetes (EKS), Terraform, and security tools like Trivy ...

Jul 12, 20253 min read

Building a Modular and Testable n-Tier Architecture in GoLang Using the Consumer Interface Pattern

In this blog post, we'll explore an n-tier architecture implemented in GoLang with a consumer interface pattern that promotes modularity, decoupling, and unit testability. This approach is particularly useful for projects requiring clean separation o...

Dec 4, 20244 min read

Go: GoRoutines, Channels, and Mutexes with Practical Examples

Concurrency is one of Go's superpowers. Whether you’re building high-performance APIs or simply speeding up tasks, GoRoutines, Channels, and Mutexes are essential tools in your toolbox. This blog will guide you through these concepts with examples, l...

Nov 27, 20244 min read

Go: Consumer Interface Pattern vs. Dependency Injection Pattern: What, Why, and When to Use Them

If you’ve been working with Go (or any modern programming language), chances are you’ve heard about Consumer Interface Pattern and Dependency Injection Pattern. They’re two powerful patterns that can make your code more flexible, testable, and easier...

Nov 26, 20245 min read

Understanding Terraform: A Friendly Guide to State Management, Locking, Remote Backend, and Modules

Terraform is a popular Infrastructure-as-Code (IaC) tool that allows you to manage and provision infrastructure in a repeatable, efficient, and consistent way. Whether you're provisioning a server on AWS, creating a network on Azure, or managing reso...

Nov 14, 20245 min read

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