Student

Hi, I'm Samir Jani

Final-year Computer Science student, actively building my skills in Cybersecurity. I use AI tools smartly to learn faster, and solve problems quicker.

I’m curious about how systems work — how attackers break them, and how to build secure, user-friendly web apps. Right now, I’m focused on Hands on CTFs, web app security, AI Agents and building Projects.

Community & Impact:

Speaker at Null Ahmedabad: Presented on Cybersecurity NewsBytes.
Workshop Lead: Delivered sessions on Prompt Engineering and CTF Walkthroughs at Shree Swaminarayan Institute of Technology.

Get in touch View projects

Skills

Technical Expertise

A comprehensive set of skills I've developed throughout my academic journey and professional experiences.

Python (Programming Language)

JavaScript

Core Java

PHP

ReactJS

Tailwind CSS

Bootstrap (Framework)

Wowjs

SQL

MongoDB

LangChain

MCP

Prompt Engineering

WordPress

Git

Projects

Featured Work

A selection of projects that showcase my skills.

CyberShield

A comprehensive cybersecurity toolkit with a web-based interface for analyzing files, networks, memory, registry, URLs, and system vulnerabilities on Windows systems.

Python

Flask

YARA

Nmap

psutil

dnspython

View Project

URLShield

Developed a professional URL/IP Scanner that analyzes domains and IP addresses to generate structured cybersecurity reports. Integrated DNS, SSL/TLS, port scanning, technology detection, and reputation intelligence into a clean dashboard.

Python

FastAPI

VirusTotal

AlienVault

urlscan.io

View Project

Local LLM Chatbot – Ollama + Llama 3.1 (8B)

Developed a lightweight web-based AI chatbot powered by a locally hosted Llama 3.1 (8B) model via Ollama. Implemented backend integration and real-time response handling without relying on external APIs.

Python

Ollama

Llama 3.1 (8B)

LLM Integration

FastAPI

JavaScript

View Project

Latest Cyber Attacks Blog

A production-ready cybersecurity blog built with Next.js 16, featuring static markdown-based posts, full-text search, category and tag filtering, and SEO optimization.

Next.js

React

Tailwind CSS

Markdown

shadcn/ui

View Project

Certifications

Professional Credentials

Certifications and courses I've completed to enhance my skills and knowledge.

Model Context Protocol: Advanced Topics

Skilljar • 2026

Advanced concepts and implementation of the Model Context Protocol (MCP). Certificate No: 66c8pvznhj8j

Introduction to Model Context Protocol

Skilljar • 2026

Fundamentals and basic understanding of the Model Context Protocol (MCP). Certificate No: fk3o686xdqp5

Open Source Models with Hugging Face

Deeplearning.AI • 2024

Learn how to easily build AI applications using open-source models and Hugging Face tools. Find and filter open-source models on Hugging Face Hub.

LangChain for LLM Application Development

Deeplearning.AI • 2024

Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.

Introduction to Ethical hacking: Beginner's guide to cybersecurity

Simplilearn • 2024

A beginner's guide to ethical hacking, covering the basics of cybersecurity, penetration testing, and network security.

Introduction to Large Language Models

Simplilearn • 2024

An introductory course on Large Language Models (LLMs), covering their architecture, applications, and ethical considerations.

Contact

Get In Touch

Feel free to reach out for collaborations, opportunities, or just to say hello!

Send me a message

I'll get back to you as soon as possible.