https://maheepk.net/Crafting distributed systems that behave. And robots that try. 2026-03-26T21:04:06+05:30 Maheep Kumar https://maheepk.net/ Jekyll © 2026 Maheep Kumar /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png 2026-03-19T00:00:00+05:30 2026-03-19T03:40:54+05:30 https://maheepk.net/posts/going-deeper-into-ai/ Maheep Kumar

I’ve been circling the AI bonfire for about a year and a half now. Built inference infrastructure, wrangled CUDA kernels, sweet-talked MPS into cooperating on my Mac, deployed LLM serving pipelines both for personal projects and professionally. I can make models go. What I can’t always explain is why they go, or why they sometimes don’t, or why they hallucinate about medieval popes when you ask...

2026-03-08T00:00:00+05:30 2026-03-09T00:38:21+05:30 https://maheepk.net/posts/sim-binding-for-messaging-apps/ Maheep Kumar

From March 2026, India’s new SIM-binding mandate will change how apps like WhatsApp, Telegram, and Signal work for hundreds of millions of users. The intent is noble - curbing an explosion of cybercrime - but the method feels less like using a hammer on a nail and more like swinging a sledgehammer straight through the plank. The cybercrime crisis the state is staring at Over the last few year...

2026-02-01T00:00:00+05:30 2026-02-07T14:54:08+05:30 https://maheepk.net/posts/latency-numbers/ Maheep Kumar

Introduction While preparing for system design interviews a few months ago, I realized something that caught me off guard: even as an experienced software engineer, my intuition about performance wasn’t as strong as I thought. I know the usual rules of thumb - Cache is fast, Disk is slow, Network calls are expensive. I can recite the latency numbers every programmer is supposed to know, and I’...

2024-07-07T00:00:00+05:30 2024-07-07T23:26:52+05:30 https://maheepk.net/posts/optimizing-a-go-service-at-work/ Maheep Kumar

My recent adventure at work was an open-ended endeavour to optimize a memory guzzling Go service. The service is a cron job that is scheduled to run on an hourly basis. When it runs, it queries our Postgres DB, fetching a huge amount of data, applies some transformations on each row retrieved and writes the results to a CSV file. The CSV file is then compressed and uploaded to a SFTP server, fr...

2023-07-08T00:00:00+05:30 2026-02-01T13:34:47+05:30 https://maheepk.net/posts/fizzbuzz-on-elixir/ Maheep Kumar

This post is inspired by the following StackExchange CodeGolf thread. For the uninitiated, Fizz Buzz is the programming equivalent of a “Hello World” - a simple task used in job interviews to filter out people who can’t code their way out of a paper bag. The challenge: Write a program that prints numbers from 1 to a very high number. For multiples of 3, print “Fizz” instead. For multiples ...