Samir Jani
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Samir Jani

junior cybersecurity engineer, prompt engineer, junior AI Engineer

  • 15 proven skills
  • @samirjani03
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Claims you can check

Each card points at something real — open the source and verify for yourself.

  • StatedRésumé

    RedTeamMCP

    AI-powered penetration testing MCP server connected with Kali Linux Docker containers. Integrated 50+ offensive security tools with Cursor, Claude, and MCP-compatible IDEs.
    Check source
  • StatedRésumé

    Local RAG Using Ollama

    Built a local AI RAG system for answering questions from uploaded documents. Implemented private offline document querying using Ollama.
    Check source
  • StatedRésumé

    URL Shield

    Developed a URL and IP analysis tool for reconnaissance and threat analysis. Integrated DNS, SSL/TLS, port scanning, and technology detection features.
    Check source
  • StatedRésumé

    CyberShield

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

    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.
  • StatedRésumé

    RedTeamMCP

    AI-powered penetration testing MCP server connected with Kali Linux Docker containers. Integrated 20+ offensive security tools with Cursor, Claude, and MCP-compatible IDEs.
  • StatedRésumé

    Local RAG Using Ollama

    Built a local AI RAG system for answering questions from uploaded documents. Implemented private offline document querying using Ollama.
  • StatedRésumé

    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.
  • StatedRésumé

    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.
  • StatedRésumé

    Cybersecurity Intern @ Gujarat Technological University (GTU)

    Worked on red teaming labs, reconnaissance, vulnerability scanning, and exploitation. Explored AI applications in offensive security workflows.
  • StatedRésumé

    CTF Competition Organizer @ College

    Organized College-Level CTF Competition. Designed CTF challenges based on web security, cryptography, and OSINT.
  • StatedRésumé

    Technical Manager @ Univyn Hub

    I contribute regular insights to the Univyn Hub community by sharing key updates in cybersecurity and artificial intelligence. This includes AI trends, security tools, AI agents, emerging cyber attacks, and practical breakdowns to help members understand current threats and technologies.
  • StatedRésumé

    Model Context Protocol: Advanced Topics

    Certification by Anthropic
  • StatedRésumé

    Cybersecurity 101

    Certification by Simplilearn
  • StatedRésumé

    Introduction to Ethical Hacking

    Certification by Simplilearn
  • StatedRésumé

    Introduction to Large Language Models

    Certification by Simplilearn
  • StatedRésumé

    Model context protocol: advanced topics

    Certification
  • StatedRésumé

    LangChain for LLM Application Development

    Certification
  • StatedRésumé

    Open-source models with huggingface

    Certification
  • StatedRésumé

    Speaker at Null Ahmedabad

    Presented on Cybersecurity NewsBytes.
  • StatedRésumé

    Workshop Lead

    Delivered sessions on Prompt Engineering and CTF Walkthroughs at Shree Swaminarayan Institute of Technology.
  • StatedRésumé

    Model Context Protocol: Advanced Topics

    Skilljar certification on advanced concepts and implementation of the Model Context Protocol (MCP). Certificate No: 66c8pvznhj8j
  • StatedRésumé

    Introduction to Model Context Protocol

    Skilljar certification on fundamentals and basic understanding of the Model Context Protocol (MCP). Certificate No: fk3o686xdqp5
  • StatedRésumé

    Open Source Models with Hugging Face

    Deeplearning.AI certification covering building AI applications using open-source models and Hugging Face tools.
  • StatedRésumé

    LangChain for LLM Application Development

    Deeplearning.AI certification covering the LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.
  • StatedRésumé

    Introduction to Ethical hacking: Beginner's guide to cybersecurity

    Simplilearn certification covering the basics of cybersecurity, penetration testing, and network security.
  • StatedRésumé

    Introduction to Large Language Models

    Simplilearn certification covering LLM architecture, applications, and ethical considerations.

What Samir can prove

Proven Unproven

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INTERVIEW-VERIFIED CAPABILITY (PROVEN)SELF-DECLARED STACK
GRAPH NODES: 52 · CONNECTIVITY FACTOR: 0.29
Skill constellation: 52 skills, 0 interview-verified.AI AGENTSAI FUNDAMENTALSAI SECURITYAI WORKFLOW AUTOMATIONBASHBASIC FORENSICSBATCHFILEBOOTSTRAPCOMPUTER SCIENCECORE JAVACRYPTOGRAPHYCSSCTFSDNSDOCKEREXPLOITATIONFIREWALLSGITGITHUBHTMLJAVASCRIPTJAVASCRIPTKALI LINUXLANGCHAINLOCAL RAGMCPMONGODBOFFENSIVE SECURITYOLLAMAOSINTPACKET ANALYSISPENETRATION TESTINGPHPPOSTGRESQLPROMPT ENGINEERINGPROMPT/CONTEXT ENGINEERINGREACTJSRECONNAISSANCERED TEAMINGSQLTAILWIND CSSTCP/IPTYPESCRIPTVAPTVPNVULNERABILITY ASSESSMENTWEB EXPLOITATIONWEB SECURITYWORDPRESSWOWJSYARAPYTHON
  • AI Agents: self-declared, 0 evidence items
  • AI Fundamentals: self-declared, 0 evidence items
  • AI Security: self-declared, 0 evidence items
  • AI Workflow Automation: self-declared, 0 evidence items
  • Bash: self-declared, 0 evidence items
  • Basic Forensics: self-declared, 0 evidence items
  • Batchfile: self-declared, 0 evidence items
  • Bootstrap: self-declared, 0 evidence items
  • Computer Science: self-declared, 0 evidence items
  • Core Java: self-declared, 0 evidence items
  • Cryptography: self-declared, 0 evidence items
  • CSS: self-declared, 0 evidence items
  • CTFs: self-declared, 0 evidence items
  • DNS: self-declared, 2 evidence items, linked to Project: URL Shield, Project: URLShield
  • Docker: self-declared, 1 evidence items, linked to Project: RedTeamMCP
  • Exploitation: self-declared, 0 evidence items
  • Firewalls: self-declared, 0 evidence items
  • Git: self-declared, 0 evidence items
  • GitHub: self-declared, 0 evidence items
  • HTML: self-declared, 0 evidence items
  • Javascript: self-declared, 1 evidence items, linked to Project: Local LLM Chatbot – Ollama + Llama 3.1 (8B)
  • JavaScript: self-declared, 1 evidence items, linked to Project: Local LLM Chatbot – Ollama + Llama 3.1 (8B)
  • Kali Linux: self-declared, 1 evidence items, linked to Project: RedTeamMCP
  • LangChain: self-declared, 1 evidence items, linked to Project: Local RAG Using Ollama
  • Local RAG: self-declared, 1 evidence items, linked to Project: Local RAG Using Ollama
  • MCP: self-declared, 1 evidence items, linked to Project: RedTeamMCP
  • MongoDB: self-declared, 0 evidence items
  • Offensive Security: self-declared, 1 evidence items, linked to Project: RedTeamMCP
  • Ollama: self-declared, 2 evidence items, linked to Project: Local RAG Using Ollama, Project: Local LLM Chatbot – Ollama + Llama 3.1 (8B)
  • OSINT: self-declared, 0 evidence items
  • Packet Analysis: self-declared, 0 evidence items
  • Penetration Testing: self-declared, 1 evidence items, linked to Project: RedTeamMCP
  • PHP: self-declared, 0 evidence items
  • PostgreSQL: self-declared, 0 evidence items
  • Prompt Engineering: self-declared, 0 evidence items
  • Prompt/Context Engineering: self-declared, 0 evidence items
  • Python: self-declared, 4 evidence items, linked to Project: CyberShield, Project: URLShield, Project: Local RAG Using Ollama, Project: Local LLM Chatbot – Ollama + Llama 3.1 (8B)
  • ReactJS: self-declared, 0 evidence items
  • Reconnaissance: self-declared, 1 evidence items, linked to Project: URL Shield
  • Red Teaming: self-declared, 0 evidence items
  • SQL: self-declared, 0 evidence items
  • Tailwind CSS: self-declared, 1 evidence items, linked to Project: Latest Cyber Attacks Blog
  • TCP/IP: self-declared, 0 evidence items
  • TypeScript: self-declared, 0 evidence items
  • VAPT: self-declared, 0 evidence items
  • VPN: self-declared, 0 evidence items
  • Vulnerability Assessment: self-declared, 0 evidence items
  • Web Exploitation: self-declared, 0 evidence items
  • Web Security: self-declared, 0 evidence items
  • WordPress: self-declared, 0 evidence items
  • Wowjs: self-declared, 0 evidence items
  • YARA: self-declared, 1 evidence items, linked to Project: CyberShield

Shipped work

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No architecture case studies yet

Flagship systems this candidate architected will appear here once attached to the dossier. No project has been added yet.

Getting better, on the record

Proven skills over time — today marked in lime.

No scored sessions yet

This trajectory populates once the candidate completes scored interview sessions. No score has been recorded or estimated here.

Career chronology

Gaps shown honestly — only what's on the record.

Trajectory timeline

  1. Cybersecurity Intern

    Gujarat Technological University (GTU)

    2026-03-01 — 2026-05-01

  2. Model Context Protocol: Advanced Topics

    2026-01-01

  3. Introduction to Model Context Protocol

    2026-01-01

  4. CTF Competition Organizer

    College

    2025-09-01 — 2025-09-01

  5. Technical Manager

    Univyn Hub

    2025-04-01

  6. Open Source Models with Hugging Face

    2024-01-01

  7. LangChain for LLM Application Development

    2024-01-01

  8. Introduction to Ethical hacking: Beginner's guide to cybersecurity

    2024-01-01

  9. Introduction to Large Language Models

    2024-01-01

  10. Shree Swaminarayan Institute of Technology

    Bachelor of Engineering (BE)

    2023

  11. Shree Swaminarayan Institute of Technology

    Bachelor of Engineering - BE

    2023 — 2026

  12. Government Polytechnic Ahmedabad

    Diploma in Engineering

    2020 — 2023

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