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Darkwebnew/README.md

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🎯 Actively seeking internships & full-time roles in Cybersecurity, Cloud Security, and AI-driven Threat Detection. I build intelligent security systems that don't just defend — they adapt, evolve, and outthink attackers.



coding gif
╔══════════════════════════════════════════════════╗
║  sriram@darkwebnew:~$ python3 whoami.py          ║
╠══════════════════════════════════════════════════╣
║                                                  ║
║  name     = "Sriram V"                           ║
║  alias    = "Darkwebnew"                         ║
║  degree   = "B.E. CSE — Cybersecurity · 2026"    ║
║  college  = "Saveetha Engineering College"       ║
║  location = "Chennai, Tamil Nadu 🇮🇳"             ║
║  prize    = "🏆 IBM Z Datathon 2025 · 2nd Place"║
║                                                  ║
║  security_focus = [                              ║
║    "Web App Security & WAF Engineering",         ║
║    "Penetration Testing & Exploit Analysis",     ║
║    "Cloud-Native Security (AWS · GCP · Azure)",  ║
║    "AI-Powered Threat Detection & Response",     ║
║    "IoT Security & Embedded Systems Defense",    ║
║  ]                                               ║
║                                                  ║
║  currently_building = [                          ║
║    "AI-powered real-time threat detection",      ║
║    "LLM fine-tuning & RAG security pipelines",   ║
║    "Cloud-native security architecture on AWS",  ║
║  ]                                               ║
║                                                  ║
║  seeking = "Cybersecurity · AI Security Roles"   ║
║  motto   = "☕ Coffee → Code → Secure. Always."  ║
║                                                  ║
╚══════════════════════════════════════════════════╝



🔐 Core Security Expertise

Penetration Testing Web Security

Cloud Security AI Threat Detection

Network Security IoT Security



🏆 Achievements & Certifications



🌟 GitHub Highlights

   



🔥 Currently Obsessed With



🚀 Featured Projects


🛡️ AI Web Application Firewall  ←  Flagship Security Project

🔒 ML-powered WAF detecting & blocking SQLi, XSS, CSRF, and zero-day exploits in real-time. Adaptive threat learning far beyond signature-based filtering — security that evolves with new attack patterns automatically.

⚔️ Attack/Defense Focus: Real-time detection of the full OWASP Top 10 in cloud-native apps. ML model continuously retrained on live traffic to stay ahead of emerging threats while minimizing false positives.



🌐 Cloud-Native Security Monitor

☁️ Real-time cloud infrastructure security monitoring dashboard with automated threat alerting, anomaly detection, and incident response on AWS. Monitors IAM, VPC, and workload activity across multi-cloud environments — built for DevSecOps pipelines.

⚔️ Attack/Defense Focus: Detects privilege escalation, lateral movement, and data exfiltration patterns using ML-based behavioral baselines.



code gif

🫀 AI Heart MRI Classification  ←  IBM Z Datathon 2nd Place

🥇 National award-winning CNN for cardiac MRI classification supporting clinical decisions. Trained & deployed on IBM Z Mainframe with secured patient data pipelines. Reduces diagnosis time significantly — built for real clinical impact at national scale.



🏥 Clinical Scan Support System

🏥 AI + imaging pipeline helping clinicians interpret diagnostic scans faster and more accurately. Reduces diagnostic delay and supports better patient outcomes across multiple scan types.



👟 Smart Footwear for Visually Impaired

👟 IoT footwear with ultrasonic sensors and haptic feedback enabling safe, fully independent navigation for visually impaired users. Built with secure, encrypted device communication and edge-side threat handling.



🔍 Blockchain-based Certificate Verification

🔗 Decentralized certificate verification using blockchain to prevent academic credential fraud. Immutable records, instant verification, and tamper-proof credentials — solving a real-world document forgery problem.



🛠️ Full Tech Arsenal


🔐 Cybersecurity · Pentesting · Threat Detection


☁️ Cloud · Infrastructure · DevSecOps


🤖 AI · ML · LLMs · Data Science


💻 Languages


📡 IoT · Embedded Systems · Edge Security


🌐 Web · Backend · Databases


🖥️ IDEs & Tools



📊 Skill Depth Map

╔═════════════════════════════════════════════════════════════════════╗
║                      SKILL DEPTH ANALYSIS                           ║
╠════════════════════════════╦════════════════════════╦═══════════════╣
║  Skill                     ║  Level                 ║  Status       ║
╠════════════════════════════╬════════════════════════╬═══════════════╣
║  Cybersecurity             ║  ████████████████████  ║  Expert       ║
║  Penetration Testing       ║  ████████████████████  ║  Expert       ║
║  Python                    ║  ████████████████████  ║  Expert       ║
║  AI / Machine Learning     ║  ████████████████████  ║  Expert       ║
║  Cloud Security (AWS+IBM Z)║  ████████████████░░░░  ║  Advanced     ║
║  Web App Security / WAF    ║  ████████████████░░░░  ║  Advanced     ║
║  Healthcare AI             ║  ████████████████░░░░  ║  Advanced     ║
║  Computer Vision           ║  ██████████████░░░░░░  ║  Advanced     ║
║  IoT Security              ║  ████████████░░░░░░░░  ║  Intermediate ║
║  LLMs & GenAI              ║  ██████████░░░░░░░░░░  ║  Growing Fast ║
║  RAG Pipelines             ║  ████████░░░░░░░░░░░░  ║  Building     ║
║  Kubernetes / K8s          ║  ████████░░░░░░░░░░░░  ║  Exploring    ║
╚════════════════════════════╩════════════════════════╩═══════════════╝


📈 GitHub Statistics

GitHub Stats Top Languages

GitHub Streak

GitHub Activity Graph



🎯 2026 Roadmap

╔══════════════════════════════════════════════════════════════════╗
║                    SRIRAM V — 2026 TARGETS                       ║
╠══════════════════════════════════════════════════════════════════╣
║  [ ✅ DONE ]  🏆 IBM Z Datathon 2025 — 2nd Place National       ║
║  [ ✅ DONE ]  🔬 6+ Open Source Projects on GitHub              ║
║  [ ✅ DONE ]  🎓 Generative AI + Blockchain Certifications      ║
║  [ ✅ DONE ]  🔐 Security for IoT Certification                 ║
║  [ ✅ DONE ]  🖥️  IBM Z Mainframe National-Level Experience     ║
║  [ 🔄 NOW  ]  🤖 LLM Fine-tuning & RAG Security Pipelines       ║
║  [ 🔄 NOW  ]  ☁️  Cloud-native Security Architecture on AWS     ║
║  [ 🔄 NOW  ]  🛡️  AI-powered Real-time Threat Detection Engine  ║
║  [ 🎯 NEXT ]  📜 CEH — Certified Ethical Hacker                 ║
║  [ 🎯 NEXT ]  📜 AWS Security Specialty Certification           ║
║  [ 🎯 NEXT ]  💀 OSCP / Advanced Penetration Testing            ║
║  [ 🎯 NEXT ]  🔴 HackTheBox Pro Hacker Rank                     ║
║  [ 🎯 NEXT ]  💼 Cybersecurity / AI Security Internship         ║
║  [ 🎯 NEXT ]  📊 Top 10% on a Kaggle Security Competition       ║
║  [ 🎯 NEXT ]  ✍️  Tech Blogs: WAF · Cloud Sec · Healthcare AI   ║
║  [ 🎯 NEXT ]  🌐 Security Portfolio Website Launch              ║
║  [ 🎯 NEXT ]  🤝 Speak at a Cybersecurity / AI Conference       ║
║  [ 🚀 GOAL ]  Full-time Cybersecurity or AI Security Role 2026   ║
╚══════════════════════════════════════════════════════════════════╝


⚡ Terminal · Fun Facts

sriram@darkwebnew:~$ cat fun_facts.txt

  [01] 🛡️  Built an AI WAF — because security must be intelligent, not just reactive.
  [02] 🫀  IBM recognized my Heart MRI AI nationally — that defined my calling.
  [03] ☕  Coffee → Code → Commit. Not a habit. A religion.
  [04] 🌐  I read CVE disclosures and OWASP Top 10 updates for fun. Yes, really.
  [05] 🔐  I treat every CVE like a puzzle. Most people see threats; I see solutions.
  [06] 💀  HackTheBox & CTF challenges — offense teaches the best defense.
  [07] 📡  IoT + AI = smarter cities. I want to help secure them before attackers can.
  [08] 🧠  Fixed a neural net at 2am by changing ONE hyperparameter. Worth it.
  [09] 🔁  Debug cycle: print() → Google → Stack Overflow → cry → fix → profit.
  [10] 📊  3 ML models in one weekend. Two worked. Still counts as a W.
  [11] 🎯  I don't just learn tech — I build things that actually matter.
  [12] 🚀  My goal: secure the world's AI systems before someone else breaks them.
  [13] 🏆  Competing nationally at 20 taught me pressure is just skill waiting to form.
  [14] 🔍  Daily CVE analysis & OWASP review — staying one step ahead of every threat.

sriram@darkwebnew:~$ █


📫 Let's Connect & Collaborate

Email LinkedIn

GitHub Buy Me a Coffee

I love connecting with people from all over the world — say hi, let's build & secure together! 🚀

⭐ Star my repos if they helped you! · Made with ❤️ + ☕ in Chennai 🇮🇳 · @Darkwebnew

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  1. Design-And-Modelling-Of-Footwear-For-Visually-Impared Design-And-Modelling-Of-Footwear-For-Visually-Impared Public

    C++ 1 1

  2. Miniproject Miniproject Public template

    Forked from gowriganeshns/Miniproject

    Python 1

  3. Projectwork1 Projectwork1 Public template

    Forked from gowriganeshns/Projectwork1

    AI-powered advanced web application firewall using machine learning – Final Year Project (CSE)

    Python 1 2

  4. Projectwork2 Projectwork2 Public template

    Forked from gowriganeshns/Projectwork2

    AI-Powered Medical Image Diagnosis Platform | FastAPI, Next.js, MobileNetV2, Secure Reports, HIPAA-Compliant

    PureBasic 1 2

  5. AI-Powered-Heart-MRI-Classification-for-Clinical-Decision-Support AI-Powered-Heart-MRI-Classification-for-Clinical-Decision-Support Public

    AI-powered cardiac MRI classification with explainable AI & IBM Cloud integration for clinical decision support.

    Python 1 1

  6. softweb softweb Public

    Forked from Yuvaranithulasingam/softweb

    HTML 1