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svk-vasanthkumar/README.md


$ whoami

┌─[ svk@github ]──────────────────────────────────────────────────┐
│                                                                  │
│   Name      :  Vasanthkumar S                                    │
│   Handle    :  SVK                                               │
│   Role      :  B.Tech IT Student — Adhiyamaan College of Eng.   │
│   Focus     :  Cybersecurity  ·  AI Systems  ·  Full-Stack      │
│   Mindset   :  Build it. Secure it. Ship it.                     │
│   Currently :  Internships at Vodafone VOIS + FICE Education     │
│                                                                  │
│   I don't just study software — I build it.                      │
│   Lately focused on practical security tools and AI agents       │
│   that do actual useful work.                                    │
│                                                                  │
└──────────────────────────────────────────────────────────────────┘


$ ls ./toolbox

Languages

Frontend

Backend & Database

AI / ML

Cybersecurity & Tools

Cloud & Deploy



$ cat ./projects

🔐 Secure Image Steganography

Cybersecurity Cryptography Python

Hides encrypted payloads inside ordinary images using AES-256 encryption combined with LSB steganography. The carrier image is indistinguishable from its original — the hidden data is password-protected and inaccessible without the correct key.

Why it matters: Demonstrates applied cryptographic thinking — not just encrypting data, but concealing its existence.

Python · AES-256 · Pillow · Cryptography

View Repository


🛡️ AI-Based Network Intrusion Detection

AI × Security Machine Learning Network

ML pipeline that classifies network traffic as benign or malicious using the KDD Cup dataset. Trains and benchmarks multiple classifiers to find the most accurate IDS candidate — with a focus on minimising false negatives in real network conditions.

Why it matters: Bridges machine learning with practical network security — the kind of thinking that underlies modern SIEM and threat detection systems.

Python · Scikit-learn · Pandas · Network Analysis

View Repository


🤖 Student Research Agent

AI Engineering LLM Agentic Systems

An AI agent that decomposes academic research queries into sub-tasks, fetches and evaluates sources, then synthesises structured summaries — reducing literature review overhead significantly.

Why it matters: Practical application of agentic AI patterns: tool use, planning, and structured output — not just API wrapping.

Python · LLM APIs · Agentic AI · Cloud

View Repository



$ diagnostics --github

GitHub stats Top languages
Streak stats
Activity graph


$ git log --contributions

Contribution snake animation


$ ping ./connect

I'm always open to engineering conversations, internship opportunities, and collaboration on security or AI projects.



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