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vito1317/README.md

🚀 Hi there, I'm Vito (柯瑋宸)

🛡️ Security & R&D Manager | 🤖 AI Security Researcher | 💻 Full-Stack Engineer

Typing SVG


🎯 About Me

"From self-taught developer to Security & R&D Manager — proving that practical impact and relentless self-study can outpace any credential."

🌱 Age: 19 years old
🎓 Education: Freshman at China University of Science and Technology (CUST) — Continuing Education Division (2025 – Present)
💼 Current Roles:

🏠 Location: Xizhi, New Taipei City, Taiwan
🌐 Website: vito1317.com
📧 Contact: service@vito1317.com

🔥 My Journey

  • 🎨 Started with a hand-drawn SQL injection diagram that launched my engineering career
  • 🛡️ Reported critical RCE (CVSS 10) & SQL Injection vulnerabilities in CUST's campus system
  • 🤝 Hired by CUST as IT Consultant to lead remediation and long-term hardening strategy
  • 🏢 Promoted to Security & R&D Manager at IntelliTrust — driving AI-powered SOC & WAF products
  • 🤖 Fine-tuned Gemma-3-12B for cybersecurity use cases (Project Sentinel)
  • 🎤 Invited speaker at GDG on Campus NTNU & technical mentor at HackIt × 嘉義大學 Campfire hackathon
  • 🎓 Declined corporate offers (including Shopee HQ) to pursue University education while working in industry

🛠️ Tech Arsenal

🛡️ Security & Offensive Research

Penetration Testing WAF Architecture CVE Research SOC IDS/IPS

🤖 AI & LLM Engineering

LLM Fine-tuning Gemma Llama RAG TensorFlow

💻 Backend

PHP Laravel Java Spring Boot Python MySQL

🎨 Frontend

Vue.js Three.js JavaScript Tailwind CSS HTML5

⚙️ Infrastructure

Linux NVIDIA Docker Git


🌟 Featured Projects

🛡️ Security One — AI SOC Platform

Core R&D @ IntelliTrust

  • 🧠 AI-driven threat detection & automated response
  • 🔥 Next-gen WAF with behavior analysis
  • 🕸️ Integrated IDS / IPS & anti-malware pipeline
  • 🏢 Flagship commercial product at IntelliTrust

Tech Stack: WAF SOC AI Detection Laravel Python

🤖 Project Sentinel — AI Security Assistant

Fine-tuned Gemma-3-12B for Cybersecurity

  • 🎯 Custom fine-tuned on vulnerability datasets
  • 🔍 Automated vuln identification & remediation advice
  • 🧩 On-prem deployment — no data leaves the network
  • ⚙️ RAG-augmented knowledge base

Tech Stack: Gemma-3-12B Fine-tuning RAG Python

🎓 CUST Security Audit & Remediation

University System Hardening

  • 🕵️ Discovered CVSS 10 RCE vulnerability
  • 💉 Identified critical SQL Injection points
  • 🔒 Deployed WAF & security patches
  • 📝 Ongoing IT consultant engagement

Tech Stack: Penetration Testing WAF PHP

AI-Powered Discord Assistant

  • 🧠 Google Gemini AI integration
  • 💬 Smart conversational AI
  • 🎯 Mental-health support features
  • ⚡ Real-time response pipeline

Tech Stack: Python Discord.py Google Gemini

Store Operations Automation

  • 🔄 Automated repetitive workflows
  • 📢 TTS voice announcements
  • 📊 Real-time data processing
  • 🏪 Chrome extension for logistics

Tech Stack: JavaScript Chrome API Automation

Open Source Search Solution

  • 🚀 High-performance Python API
  • 🔧 Customizable search algorithms
  • 📝 Comprehensive documentation
  • 🌐 RESTful API design

Tech Stack: Python FastAPI Search Algorithms


🎤 Speaking & Technical Mentorship

📅 Date 🎯 Event 🗣️ Role 📝 Topic
2026-02 Campfire Taiwan × HackIt @ 嘉義大學 Technical Mentor & Guest Speaker 32h youth game-dev hackathon — system architecture & security guidance
2025 GDG on Campus · 國立臺灣師範大學 Invited Speaker 《實踐力勝過學歷:19歲柯瑋宸的技術自學與職場突圍》

📰 Media Coverage

🎬 Featured in the News

"My journey from self-taught programmer to industry recognized talent."

📅 Date 📰 Media Outlet 📖 Title
2025-06-25 Yahoo 新聞 從肄業生到科技新貴:19歲奇才柯瑋宸的逆襲之路
2025-06-25 PChome 新聞 19歲奇才獲蝦皮延攬 (Selected CUST over Shopee)
2025-06-30 台灣新聞聯播網 打工仔逆襲!19歲自學工程師從門市人員踏入技術核心
2025-06-25 資安新聞整合 年輕奇才崛起:跨國攻防與聯防的新時代

更多新聞報導


📊 GitHub Analytics

Vito's GitHub stats

Top Languages

GitHub Streak


🏆 Achievements & Recognition

  • 🏢 Promoted to Security & R&D Manager at IntelliTrust (Dec 2025) — leading SOC + WAF product line
  • 🎓 Appointed IT Consultant by CUST after independently reporting CVSS 10 RCE & SQL Injection flaws
  • 🤖 Fine-tuned Gemma-3-12B to build a domain-specific AI security assistant (Project Sentinel)
  • 🎤 Invited speaker at GDG on Campus · National Taiwan Normal University
  • 👨‍🏫 Technical mentor at Campfire Taiwan × HackIt 32-hour youth game-dev hackathon @ NCYU
  • 🎨 Shipped high-interaction Vue.js + Three.js products at GTBooster
  • 🛍️ Created Chrome-extension automation tools adopted by real retail operations
  • 📺 Featured in 20+ major Taiwanese media outlets (Yahoo, PChome, LINE TODAY, etc.)
  • 🌟 Self-taught from scratch — proving practical impact outweighs credentials

💭 My Philosophy

🌟 Personal Motto

"學歷並非終點,實力才是起點;用熱情編寫程式,創造自己的未來。"

"Education is not the end, but ability is the beginning. Code with passion and create your own future."

I believe that creativity, determination, and continuous learning can overcome any traditional barrier. From identifying vulnerabilities in university systems to building full-stack applications, I prove that code speaks louder than credentials.

Passion drives innovation, skills build the foundation, and perseverance creates opportunities.


📈 Current Focus

  • 🔭 Currently building: Security One AI SOC platform & next-gen WAF @ IntelliTrust
  • 🧪 Currently researching: LLM fine-tuning for offensive & defensive security workflows
  • 🌱 Currently learning: Advanced penetration testing, red-team tradecraft, on-prem GPU deployment
  • 🎯 Goals: Ship commercial AI-SOC products, publish original CVE research, mentor the next generation of security engineers
  • 💡 Always exploring: Where AI, security, and full-stack engineering intersect

🤝 Let's Connect!

Website Email Discord


⚡ Fun Fact

I reported CVSS 10 RCE & SQL Injection vulnerabilities in my own university's system. Instead of getting in trouble, they hired me as their IT Consultant — and a year later I'm now leading SOC & WAF R&D at IntelliTrust.

Profile Views


💫 "學歷並非終點,實力才是起點;用熱情編寫程式,創造自己的未來。" - Vito

If you find my projects interesting, don't forget to star them!

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  1. nana-bot nana-bot Public template

    discord-bot-ai-gemini-nana

    Python 4

  2. Shopee-Automation-tool Shopee-Automation-tool Public

    Shopee Automation tool

    JavaScript 1