kalyan dahake

@kalyandahake

Tech Enthusiast

IndiaJoined June 2024

About

I'm building systems across industries, ensuring seamless software delivery. I manage everything from system design to deployment, driving operational excellence and client satisfaction.

Available for

Backend, System Design, data and devops infra

kalyan dahake's blogs

Kalyan Blogsaekshant.hashnode.dev18 posts

Articles Comments

Recently published

KDkalyan dahakeaekshant.hashnode.devMay 10 · 6 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

0

KDkalyan dahakeaekshant.hashnode.devApr 1 · 3 min read

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

If you're preparing for backend roles, Go concurrency is not optional — it's expected. This post covers the most important concepts you must know: Slices & memory behavior Goroutines & channels Wor

0

KDkalyan dahakeaekshant.hashnode.devJan 13 · 3 min read

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

We all have that one old Android phone lying in a drawer. It might be too slow for modern apps, but it’s actually a powerful, low-energy computer. Instead of letting it collect dust, I decided to turn mine into a live web server for my portfolio. If ...

0

KDkalyan dahakeaekshant.hashnode.devDec 24, 2025 · 4 min read

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

Large Language Models are only as good as the data you feed them.In real systems, that data never stays static — new documents arrive continuously, formats change, and pipelines must adapt automatically. In this blog, I’ll walk through how I built an...

0

KDkalyan dahakeaekshant.hashnode.devDec 21, 2025 · 5 min read

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

backend / DevOps engineer. I understand APIs, Docker, CI/CD — but ML feels confusing.”If that sounds like you, this blog is for you. In this post, we’ll build and understand a basic MLOps pipeline using open-source tools, without ML math or theory o...

0

kalyan dahake

About

Available for

kalyan dahake's blogs

Recently published

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

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

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

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

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

Search Hashnode

kalyan dahake

About

Available for

kalyan dahake's blogs

Recently published

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

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

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

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

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