<hello_world />

I am Shreyansh

Cybersecurity Researcher | White Hat Hacker | Systems Architect.
Independent vulnerability research, cryptographic proofs, and interactive cyber defense laboratories.

Explore_Research
POST-QUANTUM CRYPTOGRAPHY // REVERSE ENGINEERING // KUBERNETES & eBPF // LLM RED TEAMING // MEMORY FORENSICS // CLOUD INFRASTRUCTURE // ZERO TRUST ARCHITECTURE // ACTIVE DIRECTORY DEFENSE // POST-QUANTUM CRYPTOGRAPHY // REVERSE ENGINEERING // KUBERNETES & eBPF // LLM RED TEAMING // MEMORY FORENSICS // CLOUD INFRASTRUCTURE // ZERO TRUST ARCHITECTURE // ACTIVE DIRECTORY DEFENSE //
// INTERACTIVE COMPUTATION NODES

02. Interactive Defense Labs & AI Studio

Hands-on training grounds for students, security operatives, and AI engineers. Execute simulated exploits, decode multi-layer ciphers, and inspect neural network attention weights in real-time.

// HANDS-ON CYBER TRAINING

Cyber Learning Arena & CTF

Interactive training grounds for cyber students and ethical hackers. Capture flags across Cryptography, OWASP Web Vulnerabilities, Linux Exploitation, AI Security, and Digital Forensics with our live browser terminal.

> ARENA_METRICS_HUD
โ€ข 25+ Interactive CTF Missions
โ€ข Live Virtual Linux Shell
โ€ข Multi-Cipher Swiss Decoder
โ€ข Global Operative Leaderboard
โ€ข Official Operative Dossier
// AESTHETIC INTERACTIVE LEARNING

Artificial Intelligence & Deep Learning Studio

A studio-grade interactive laboratory for students and researchers. Experiment with Gradient Descent, Neural Network Forward-Pass, Transformer Self-Attention Heatmaps, and Prompt Injection Defense in real-time.

> AI_CURRICULUM_TRACKS
โ€ข 01. Math & Gradient Descent
โ€ข 02. K-Means & Decision Trees
โ€ข 03. MLP & CNN Convolutions
โ€ข 04. Transformer Self-Attention
โ€ข 05. Adversarial Prompt Defense
// THREAT HUNTING & DFIR TELEMETRY

03. Advanced Threat Intelligence & DFIR

Forensic artifact extraction, Living-off-the-Land obfuscation analysis, and Sigma detection engineering mapped directly to the MITRE ATT&CK framework.