sagnik mandal
undergrad at IIT (BHU) Varanasi. i build things, break things, and occasionally write about both. online as criticic or cynik.
projects
all projects →reagent
Autonomous binary analysis agent built in 7 hours at the Anthropic x Replit x Lightspeed Build India hackathon. Give it a binary and a goal, it triages, decompiles, debugs, and delivers verified findings.
quant-stream
Factor research and backtesting framework built on Pathway, with 50+ indicators, an expression language, ML integration, and an LLM agent that mines alpha factors autonomously. Built for Inter IIT Tech Meet 14.
CTFv
CTFv is a feature-rich, cost-free CTF platform built by COPS IIT(BHU). Designed with serverless technologies, it's scalable, secure, and entirely free to run, making cybersecurity challenges accessible to everyone.