I tried running a quantized model on my own laptop out of curiosity and it was slow and my fan screamed, but I still learned more from it than any article had taught me.
Sahil Nayak
Software Engineer & Curious Tinkerer
I'm constantly learning and still working things out, so I spend a lot of my time poking at new ideas until something clicks and I can build with it. When I'm not coding you'll find me on @chess.com or grinding problems on @hackerrank.
will update this once I make my intro video
Technologies I work on
Python 
TypeScript 
React 
PostgreSQL 
FastAPI 
Django 
AWS 
Docker 
Terraform 
Git 
Linux 
Node.js 
LangChain 
Shadcn 
Claude 
Jenkins Writing
View all postsI set up Linux, Apache, MySQL and PHP for a client project and it reminded me why this stack still refuses to die.
A small project pushed me into EC2, S3 and IAM for the first time, and this is what actually stuck with me.
Projects
View all projectsdeburger scans your Python code for expensive cloud patterns before they reach production, so it flags things like S3 calls inside loops or unbounded queries and then estimates the real monthly dollar cost of each one.
A CLI that builds a full FastAPI project for you from a single spec file, and later lets you check anytime whether your code has drifted from what that spec promised.
An android app I built in kotlin that pulls one clean frame of every person out of a group video. It finds the faces, groups each person's repeat appearances, and does all of it on the phone.