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Darkwebnew/README.md

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๐ŸŽฏ 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 โ€” they adapt, evolve, and outthink attackers.



coding gif
โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘  sriram@darkwebnew:~$ python3 whoami.py          โ•‘
โ• โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฃ
โ•‘                                                  โ•‘
โ•‘  name     = "Sriram V"                           โ•‘
โ•‘  alias    = "Darkwebnew"                         โ•‘
โ•‘  degree   = "B.E. CSE โ€” Cybersecurity ยท 2026"    โ•‘
โ•‘  college  = "Saveetha Engineering College"       โ•‘
โ•‘  location = "Chennai, Tamil Nadu ๐Ÿ‡ฎ๐Ÿ‡ณ"             โ•‘
โ•‘  prize    = "๐Ÿ† IBM Z Datathon 2025 ยท 2nd Place"โ•‘
โ•‘                                                  โ•‘
โ•‘  security_focus = [                              โ•‘
โ•‘    "Web App Security & WAF Engineering",         โ•‘
โ•‘    "Penetration Testing & Exploit Analysis",     โ•‘
โ•‘    "Cloud-Native Security (AWS ยท GCP ยท Azure)",  โ•‘
โ•‘    "AI-Powered Threat Detection & Response",     โ•‘
โ•‘    "IoT Security & Embedded Systems Defense",    โ•‘
โ•‘  ]                                               โ•‘
โ•‘                                                  โ•‘
โ•‘  currently_building = [                          โ•‘
โ•‘    "AI-powered real-time threat detection",      โ•‘
โ•‘    "LLM fine-tuning & RAG security pipelines",   โ•‘
โ•‘    "Cloud-native security architecture on AWS",  โ•‘
โ•‘  ]                                               โ•‘
โ•‘                                                  โ•‘
โ•‘  seeking = "Cybersecurity ยท AI Security Roles"   โ•‘
โ•‘  motto   = "โ˜• Coffee โ†’ Code โ†’ Secure. Always."  โ•‘
โ•‘                                                  โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•



๐Ÿ” Core Security Expertise

Penetration Testing Web Security

Cloud Security AI Threat Detection

Network Security IoT Security



๐Ÿ† Achievements & Certifications



๐ŸŒŸ GitHub Highlights

ย  ย 



๐Ÿ”ฅ Currently Obsessed With



๐Ÿš€ Featured Projects


๐Ÿ›ก๏ธ AI Web Application Firewall ย โ†ย  Flagship Security Project

๐Ÿ”’ ML-powered WAF detecting & blocking SQLi, XSS, CSRF, and zero-day exploits in real-time. Adaptive threat learning far beyond signature-based filtering โ€” security that evolves with new attack patterns automatically.

โš”๏ธ 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.



๐ŸŒ Cloud-Native Security Monitor

โ˜๏ธ 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 โ€” built for DevSecOps pipelines.

โš”๏ธ Attack/Defense Focus: Detects privilege escalation, lateral movement, and data exfiltration patterns using ML-based behavioral baselines.



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๐Ÿซ€ AI Heart MRI Classification ย โ†ย  IBM Z Datathon 2nd Place

๐Ÿฅ‡ 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 โ€” built for real clinical impact at national scale.



๐Ÿฅ Clinical Scan Support System

๐Ÿฅ AI + imaging pipeline helping clinicians interpret diagnostic scans faster and more accurately. Reduces diagnostic delay and supports better patient outcomes across multiple scan types.



๐Ÿ‘Ÿ Smart Footwear for Visually Impaired

๐Ÿ‘Ÿ 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.



๐Ÿ” Blockchain-based Certificate Verification

๐Ÿ”— Decentralized certificate verification using blockchain to prevent academic credential fraud. Immutable records, instant verification, and tamper-proof credentials โ€” solving a real-world document forgery problem.



๐Ÿ› ๏ธ Full Tech Arsenal


๐Ÿ” Cybersecurity ยท Pentesting ยท Threat Detection


โ˜๏ธ Cloud ยท Infrastructure ยท DevSecOps


๐Ÿค– AI ยท ML ยท LLMs ยท Data Science


๐Ÿ’ป Languages


๐Ÿ“ก IoT ยท Embedded Systems ยท Edge Security


๐ŸŒ Web ยท Backend ยท Databases


๐Ÿ–ฅ๏ธ IDEs & Tools



๐Ÿ“Š Skill Depth Map

โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘                      SKILL DEPTH ANALYSIS                           โ•‘
โ• โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฆโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฆโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฃ
โ•‘  Skill                     โ•‘  Level                 โ•‘  Status       โ•‘
โ• โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฌโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฌโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฃ
โ•‘  Cybersecurity             โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ  โ•‘  Expert       โ•‘
โ•‘  Penetration Testing       โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ  โ•‘  Expert       โ•‘
โ•‘  Python                    โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ  โ•‘  Expert       โ•‘
โ•‘  AI / Machine Learning     โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ  โ•‘  Expert       โ•‘
โ•‘  Cloud Security (AWS+IBM Z)โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘  โ•‘  Advanced     โ•‘
โ•‘  Web App Security / WAF    โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘  โ•‘  Advanced     โ•‘
โ•‘  Healthcare AI             โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘  โ•‘  Advanced     โ•‘
โ•‘  Computer Vision           โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  โ•‘  Advanced     โ•‘
โ•‘  IoT Security              โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  โ•‘  Intermediate โ•‘
โ•‘  LLMs & GenAI              โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  โ•‘  Growing Fast โ•‘
โ•‘  RAG Pipelines             โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  โ•‘  Building     โ•‘
โ•‘  Kubernetes / K8s          โ•‘  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  โ•‘  Exploring    โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฉโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฉโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•


๐Ÿ“ˆ GitHub Statistics

GitHub Stats Top Languages

GitHub Streak

GitHub Activity Graph



๐ŸŽฏ 2026 Roadmap

โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘                    SRIRAM V โ€” 2026 TARGETS                       โ•‘
โ• โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•ฃ
โ•‘  [ โœ… DONE ]  ๐Ÿ† IBM Z Datathon 2025 โ€” 2nd Place National       โ•‘
โ•‘  [ โœ… DONE ]  ๐Ÿ”ฌ 6+ Open Source Projects on GitHub              โ•‘
โ•‘  [ โœ… DONE ]  ๐ŸŽ“ Generative AI + Blockchain Certifications      โ•‘
โ•‘  [ โœ… DONE ]  ๐Ÿ” Security for IoT Certification                 โ•‘
โ•‘  [ โœ… DONE ]  ๐Ÿ–ฅ๏ธ  IBM Z Mainframe National-Level Experience     โ•‘
โ•‘  [ ๐Ÿ”„ NOW  ]  ๐Ÿค– LLM Fine-tuning & RAG Security Pipelines       โ•‘
โ•‘  [ ๐Ÿ”„ NOW  ]  โ˜๏ธ  Cloud-native Security Architecture on AWS     โ•‘
โ•‘  [ ๐Ÿ”„ NOW  ]  ๐Ÿ›ก๏ธ  AI-powered Real-time Threat Detection Engine  โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ“œ CEH โ€” Certified Ethical Hacker                 โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ“œ AWS Security Specialty Certification           โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ’€ OSCP / Advanced Penetration Testing            โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ”ด HackTheBox Pro Hacker Rank                     โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ’ผ Cybersecurity / AI Security Internship         โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿ“Š Top 10% on a Kaggle Security Competition       โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  โœ๏ธ  Tech Blogs: WAF ยท Cloud Sec ยท Healthcare AI   โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐ŸŒ Security Portfolio Website Launch              โ•‘
โ•‘  [ ๐ŸŽฏ NEXT ]  ๐Ÿค Speak at a Cybersecurity / AI Conference       โ•‘
โ•‘  [ ๐Ÿš€ GOAL ]  Full-time Cybersecurity or AI Security Role 2026   โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•


โšก Terminal ยท Fun Facts

sriram@darkwebnew:~$ cat fun_facts.txt

  [01] ๐Ÿ›ก๏ธ  Built an AI WAF โ€” because security must be intelligent, not just reactive.
  [02] ๐Ÿซ€  IBM recognized my Heart MRI AI nationally โ€” that defined my calling.
  [03] โ˜•  Coffee โ†’ Code โ†’ Commit. Not a habit. A religion.
  [04] ๐ŸŒ  I read CVE disclosures and OWASP Top 10 updates for fun. Yes, really.
  [05] ๐Ÿ”  I treat every CVE like a puzzle. Most people see threats; I see solutions.
  [06] ๐Ÿ’€  HackTheBox & CTF challenges โ€” offense teaches the best defense.
  [07] ๐Ÿ“ก  IoT + AI = smarter cities. I want to help secure them before attackers can.
  [08] ๐Ÿง   Fixed a neural net at 2am by changing ONE hyperparameter. Worth it.
  [09] ๐Ÿ”  Debug cycle: print() โ†’ Google โ†’ Stack Overflow โ†’ cry โ†’ fix โ†’ profit.
  [10] ๐Ÿ“Š  3 ML models in one weekend. Two worked. Still counts as a W.
  [11] ๐ŸŽฏ  I don't just learn tech โ€” I build things that actually matter.
  [12] ๐Ÿš€  My goal: secure the world's AI systems before someone else breaks them.
  [13] ๐Ÿ†  Competing nationally at 20 taught me pressure is just skill waiting to form.
  [14] ๐Ÿ”  Daily CVE analysis & OWASP review โ€” staying one step ahead of every threat.

sriram@darkwebnew:~$ โ–ˆ


๐Ÿ“ซ Let's Connect & Collaborate

Email LinkedIn

GitHub Buy Me a Coffee

I love connecting with people from all over the world โ€” say hi, let's build & secure together! ๐Ÿš€

โญ Star my repos if they helped you! ยท Made with โค๏ธ + โ˜• in Chennai ๐Ÿ‡ฎ๐Ÿ‡ณ ยท @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

  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 โ€“ 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

  6. softweb softweb Public

    Forked from Yuvaranithulasingam/softweb

    HTML 1