Soumyabrata Mukherjee
^.^ 0xcGURU, Top2%@THM | AIML | OSS
Blogs & Writings
Thoughts on algorithms, AI research reports, and technical experiments.
Solving a Critical DSA Problem from Rippling
Deep dive analysis into solving complex algorithmic constraints and optimization techniques.
Analysing Anthropic CVP Report
Breakdown of Anthropic's latest Compute, Vision & Performance architectural research report.
Demystifying CMA-ES & Merkle Trees in Agentic AI
Breaking down CMA-ES blackbox optimization and how Merkle trees prevent tampering in agentic systems like OpenFang.
CTF Writeups & Security Research
Documented solutions, offensive security methodologies, and TryHackMe room walkthroughs.
Publisher Room
Detailed walk-through covering initial recon, SPIP CMS exploitation, AppArmor restricted shell escape, and root privilege escalation.
Advent of Cyber 2025 - Side Quest 3
Step-by-step walkthrough and technical solution for the advanced Side Quest 3 challenge in TryHackMe's Advent of Cyber 2025.
Hacker Holidays 2026 Writeups
Comprehensive repository of writeups, exploit scripts, and methodology notes for the TryHackMe Hacker Holidays event challenges.