this site has two modes.

BUILD, the engineer who trains models.
BREAK, the one who attacks them.

flip the switch ↑ and everything re-frames.

// 06

Let's talk. Ping me.

Placement season 2026-27. If you're hiring for AI/ML engineering, security engineering, or the rare seat that needs both, every door is right here. Security engineering, red team work, AI security research. If you need someone who breaks things carefully and writes it up properly, here's where to find me.

email · the fast lane

i reply quick. usually the same day, often within the hour. in a real hurry? the 60-second version.

// 06.5 · the scan

Still deciding?
Run the scan.

Argus is my real tool for evaluating AI agents before deployment. This copy of it evaluates a different target: me. Thirty seconds, every finding true.

argus · candidate evaluation

// Argus is my real pre-deployment risk evaluator.

// This one runs on me.

$ argus scan --target aaron_chakraborty --profile recruiter

// 06.9 · terminal

Prefer the command line?
Same here.

This shell has been on my site since v1. It's the one thing I refused to remove. Never used a terminal? Doesn't matter, it understands plain words, and the pills below it do the typing for you.

aaron@portfolio
aaron@build:~$