HARISH_AMMU_15 Darkwebnew

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#  $ python3 --identify Darkwebnew
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engineer = {
    "name":       "Sriram V",
    "alias":      "Darkwebnew / Harish Ammu",
    "dob":        "15 November 2003",
    "blood":      "A+",
    "location":   "Chennai, Tamil Nadu, India 🇮🇳",
    "diploma":    "Mechatronics Engineering · TVS CPAT · 81% · 2022",
    "degree":     "B.E. CSE Cybersecurity · Saveetha Engineering College · 2026",
    "cgpa":       7.22,
    "roll":       "212222103002",

    "record": {
        "ibm_datathon_2025": "🏆 IBM Z Datathon 2025 — 2nd Place NATIONAL · $500 + IBM Mentorship",
        "ieee_waf_ai":       "📄 IEEE Conference + Journal — AI-Powered WAF (Published)",
        "ieee_csss":         "📄 IEEE Paper — Clinical Scan Support System (Accepted · 100/100/100)",
        "google_tunix":      "🧪 Google Tunix Hackathon — 322 Teams · 11,173 Entrants · $100K Pool",
        "sih_2025":          "🌿 Smart India Hackathon 2025 — Shortlisted (SIH 1555)",
        "jp_morgan":         "💼 J.P. Morgan SWE Virtual Experience (Forage)",
        "yoga_national":     "🧘 Yoga 1st Prize — Sports Olympic Federation of India (2017)",
        "english_gold":      "🥇 Gold Medal — TN State English Proficiency Test (2012)",
    },

    "superpower": "Hardware → Software → Security. I build the device AND secure it.",
    "mission":    "Build AI systems that don't just defend — they adapt and outthink attackers.",
}

⚡ At a Glance

_{$500 + IBM Mentorship + LICC ($10K+)}

_{WAF AI Conference + Journal + CSSS}

_{Google · AWS · CEH · Scrum · More}

_{AI · Security · IoT · Cloud · HW}

_{Every one taught me something}

📖 The Story

I started young — handwriting medals, English gold medals, yoga state championships, 100% attendance, science expo wins. That discipline and curiosity never left.

A Mechatronics Diploma (TVS CPAT, 81%) gave me the hardware foundation most engineers never touch — PLC programming at Brakes India, quality systems at MK Auto Components, CNC, embedded C, robotics. A B.E. in Cybersecurity gave me the tools to protect what I build. The combination is rare.

IBM Z Datathon 2025 — 2nd Place Nationally. Built an AI cardiac MRI classifier on IBM Z Mainframe. Won $500 + IBM mentorship + LICC access. That led to two IEEE publications on AI-powered security systems and a trip to IBM Bangalore Labs.

Between competitions: ML-powered WAF that blocks zero-day exploits, clinical AI reducing diagnosis time from hours to 60 seconds, LLM fine-tuning with Gemma3 + JAX on TPU, and IoT assistive footwear with piezoelectric self-charging. Free community teaching — helped 100+ people recover hacked accounts and trace stolen phones using only Linux.

One direction: security that learns faster than attackers attack.

🧠 Engineering Philosophy

┌─────────────────────┐
│   HARDWARE FIRST    │
│─────────────────────│
│ Mechatronics        │
│ diploma. PLC. CNC.  │
│ Robotics. Circuits. │
│                     │
│ I build the device. │
│ Then I secure it.   │
│ Nobody else does    │
│ both.               │
└─────────────────────┘

┌─────────────────────┐
│   ADAPTIVE AI       │
│─────────────────────│
│ Signature-based     │
│ security is dead.   │
│                     │
│ Build systems that  │
│ learn, evolve, and  │
│ outthink attackers  │
│ automatically.      │
└─────────────────────┘

┌─────────────────────┐
│   PROOF > POLISH    │
│─────────────────────│
│ National award.     │
│ IEEE publications.  │
│ 195+ repos.         │
│ 100% attendance.    │
│                     │
│ Talk is cheap.      │
│ Show the work.      │
└─────────────────────┘

⚡ Domains

🛡️ Cybersecurity

Kali Linux · Metasploit
Burp Suite · Nmap · Nessus
OWASP Top 10 · WAF
Wireshark · Forensics
Aircrack-ng · John TR

_{Think like attacker.
Build like defender.}

🤖 AI / ML Security

TensorFlow · PyTorch
OpenCV · scikit-learn
LangChain · HuggingFace
LLMs · RAG · Gemma3+JAX
Healthcare AI · WAF AI

_{Intelligence beats
signatures always.}

☁️ Cloud & DevOps

AWS (EC2·S3·IAM·VPC)
IBM Cloud (COS·Db2)
GCP · Azure · IBM Z
Docker · Kubernetes
Prometheus · Grafana

_{Cloud-native.
DevSecOps ready.}

📡 IoT & Embedded

Arduino · Raspberry Pi
ESP32 · MQTT · Node-RED
FreeRTOS · Zigbee
Embedded C/C++
Sensor Security

_{Edge to cloud.
Every node secured.}

⚙️ Mechatronics

AutoCAD · SolidWorks
Fusion 360 · Revit
CNC · G-code · M-code
PLC · Siemens · HMI
Pneumatics · Robotics

_{Hardware foundation
nobody else has.}

🛠️ Tech Stack

_Python	_Java	_C	_C++	_JavaScript	_TypeScript	_Bash	_Rust
_TensorFlow	_PyTorch	_OpenCV	_Docker	_Linux	_Git	_Arduino	_RPi
_Flask	_React	_PostgreSQL	_MySQL	_Redis	_{VS Code}	_Jupyter	_Figma

🏆 Early Achievements — School (2010 – 2019)

🥇 Academic Excellence

Gold Medal — Tamil Nadu State Level English Proficiency Test · Bharath Institute of English (2012)

State Level Handwriting & Essay Writing Certificates · Monalisa Academy (2011)

NAG Mega Expo — Winner (2016) and 1st Prize (2017) (won Oxford Dictionary)

🧘 Sports & Discipline

Yoga 1st Prize + Shield — Sports Olympic Federation of India, Puducherry (2017) + Yoga Nakshatra Certification

Yoga 2nd Prize + Shield — Tamil Nadu Sports Olympic Association (2016)

Football 2nd Prize + Silver Medal — School Sports Day (2016–2017)

📅 Consistency

100% Attendance from 2nd to 10th Standard — Official school certificate recognizing 9 years of perfect discipline

Unified Cyber Olympiad 2014 — Early technology exposure

SBI Young Artist · Osho Draw Kids · Bring Star Academy Tamil Handwriting 2nd Prize

🗺️ Journey Timeline

timeline
    title From Hardware to National Award — Sriram V
    2007-2019 : Holy Cross Matriculation School (LKG–1st)
              : NAG Matriculation HSS (2nd–10th)
              : Gold Medal — TN State English Proficiency (2012)
              : Yoga 1st Prize — Sports Olympic Federation of India (2017)
              : 100% Attendance Certificate (2nd–10th standard)
              : NAG Mega Expo Winner (2016) + 1st Prize (2017)
    2019-2022 : Diploma in Mechatronics Engineering — TVS CPAT
              : 81% — First Class with Distinction
              : Brakes India — PLC/Electrical Panel Design
              : Suprajit Engineering — Stores Operations
              : MK Auto Components — Quality Department
              : Final Year Project — Smart Footwear (95/100)
    2023      : B.E. CSE Cybersecurity — Saveetha (Lateral Entry)
              : SGPA 8.00 in 3rd Semester
              : J.P. Morgan SWE Virtual Experience (Forage)
              : RETECH Solutions — AI Internship (Jun–Jul 2024)
    2024      : Google Cybersecurity Professional (9/9 · 91–100%)
              : AWS Solutions Architect (4/4 · 99–100%)
              : HeartSeg AI — 94.8% accuracy (Mini Project Grade A)
              : Yukthi CTF Hackathon — Tamilnadu Police
    2025      : IBM Z Datathon 2025 — 2nd Place NATIONAL
              : IEEE Conference + Journal — WAF AI (Published)
              : IEEE Paper — CSSS (Accepted · 100/100/100 reviews)
              : CEH Specialization (4/4) + Scrum Master (4/4)
              : Google Tunix Hackathon — Gemma3+JAX · 322 Teams
              : SIH 2025 — Shortlisted
              : RETECH Solutions — Cybersecurity Internship (Jan 2026)
    2026      : B.E. Graduation · CGPA 7.22+
              : CEH Exam · AWS Security Specialty · OSCP Prep
              : Full-time Cybersecurity / AI Security Role

Year	Milestone	Significance
2019	Diploma Mechatronics — 81% First Class Distinction	Hardware foundation no software engineer has
2021	Brakes India — PLC & Electrical Panel Training	Real industrial automation experience
2022	Smart Footwear Project — 95/100 · Led 6 members	First engineering project with real-world impact
2023	B.E. CSE Cybersecurity — Lateral Entry, SGPA 8.00	Strong start after diploma
2024	Google Cybersecurity (9/9) · AWS Solutions Architect (4/4)	91–100% grades across 13 professional courses
2024	RETECH Solutions AI Internship	Real industry exposure
2025	🏆 IBM Z Datathon 2025 — 2nd NATIONAL	$500 + IBM Mentorship + LICC + Bangalore Labs
2025	📄 IEEE Conference + Journal — WAF AI	Published ML security research
2025	📄 IEEE CSSS — Accepted	100/100/100 review scores
2025	Google Tunix Hackathon · SIH Shortlisted · 50+ certs	Depth proved across multiple domains
2026	RETECH Cybersecurity Internship · B.E. Final Year	Production-ready engineer

🎓 Education

🔵 B.E. CSE — Cybersecurity (Lateral Entry)

Saveetha Engineering College, Chennai 2023 – 2026 · CGPA: 7.22 (~68–72%) · Roll: 212222103002

Joined directly in 3rd sem (skipped 1st year).

S3:8.00 → S4:7.04 → S5:7.31 → S6:7.12 → S7:6.89

Subject	Grade	~%
Ethical Hacking Techniques	A	70–79%
Cloud Security	A	70–79%
Cloud Computing	A	70–79%
DBMS	A	70–79%
Java OOP	A	70–79%
Data Structures	A	70–79%
Web Development	A	70–79%
Software Engineering	A	70–79%
Cryptography	B+	60–69%
IoT Security	B+	60–69%
Blockchain for Business	B+	60–69%
Scrum Master	A+	80–89%
Smart IoT Devices	O	90–100%
Project Work I (WAF AI)	A+	80–89%
Mini Project (HeartSeg)	A	70–79%

🟡 Diploma — Mechatronics Engineering

TVS CPAT (T.V. Srinivasan Polytechnic), Chennai 2019 – 2022 · 81% — First Class with Distinction

3½ year Sandwich program with 3 industrial internships.

🏆 Top Scores:

Subject	Score
Programming in C Practical	100%
Engineering Physics Practical	100%
Workshop Practical	95%
Project Work	95%
Robotics Practical	93%
Industrial Training II	91%
Engineering Maths II	91%
CAD Practical	90%
Process Control Practical	90%
Engineering Graphics	88%
Mechanics of Materials	90%

Industrial Training: Brakes India — PLC/Electrical · Suprajit Engineering — Stores · MK Auto Components — Quality

🚀 Featured Repositories

`AI-Powered-Heart-MRI-Classification`

National award-winning CNN on IBM Z Mainframe. Grad-CAM + Integrated Gradients explainability. IBM Cloud COS + Db2. Secured patient pipelines. $500 + IBM mentorship + LICC ($10K+).

Python TensorFlow IBM Z IBM Cloud Grad-CAM MobileNetV2

`AI-Powered-Advanced-Web-Application-Firewall`

ML WAF blocking SQLi, XSS, CSRF & zero-days. Isolation Forest + Random Forest. Auto nginx rule generation. Multi-node SSH deployment. Prometheus/Grafana/Loki observability.

FastAPI scikit-learn Docker Prometheus Grafana Nginx Redis

`Clinical-Scan-Support-System`

Full-stack AI diagnostics. 4-role hospital workflow, OTP 2FA, WeasyPrint auto PDF, email delivery. Trained on 217,875 medical images. Grad-CAM explainability.

FastAPI Next.js 14 MobileNetV2 SQLite WeasyPrint JWT

`HeartSeg-AI`

U-Net cardiac MRI segmentation. 6-disease classifier. Reduced diagnosis from hours to under 60 seconds. Foundation that led to IBM Z Datathon win.

Python TensorFlow U-Net Flask OpenCV Keras

`Gemma3-LLM-Reasoning-Tunix`

Fine-tuned Gemma3 1B using JAX-native Tunix library for step-by-step LLM reasoning. Full RLHF/RLAIF pipeline on TPU. <reasoning>...<answer> structured output.

Gemma3 1B JAX TPU RLHF RLAIF Python

`Device-Doctor`

Cross-platform hardware diagnostics. CPU/GPU/RAM/SMART detection, health score, performance tier, driver audit. Built for real users who repair their own machines.

Electron Node.js systeminformation PowerShell

`Smart-Footwear-Visually-Impaired`

Obstacle detection 2cm–400cm (±0.3cm accuracy). Silent haptic feedback, 3-zone vibration alerts. Piezoelectric self-charging from walking motion. Li-Ion battery.

Arduino Nano Embedded C++ HC-SR04 Piezoelectric TP4056

`AI-Smart-Resume-Analyzer-2026`

ATS score, keyword gap analysis, resume builder (4 templates), LinkedIn scraping. Built with Vishwa Rathinam.

Streamlit Google Gemini API spaCy Selenium SQLite

💼 Internships & Industrial Training

Period	Organization	Role	Key Learning
Jan 2026 (2 weeks)	RETECH Solutions, Chennai	Cybersecurity Intern	Penetration testing, security workflows, hands-on exposure
Jun–Jul 2024 (1 month)	RETECH Solutions, Chennai	AI Intern	ML workflows, deployment concepts, real AI pipeline
Aug–Dec 2022 (5 months)	MK Auto Components, Ambattur	Quality Department	Quality inspection, manufacturing QC, industrial standards
Jul–Aug 2022 (3 weeks)	Suprajit Engineering, Kanchipuram	Stores Operations	Inventory, material management, supply chain
Mar–May 2021 (3 months)	Brakes India, Padi	Electrical Department	Panel board design, PLC ladder logic, industrial control systems (SS+)

📜 Certifications

Domain	Certification	Score
🔐 Cybersecurity	Google Cybersecurity Professional (9/9 courses)	91–100%
🔐 Ethical Hacking	CEH v12 Specialization — LearnKartS (4/4 courses)	83–100%
☁️ Cloud	AWS Cloud Solutions Architect Professional (4/4 courses)	99–100%
⚡ Agile	Scrum Master Certification Specialization — LearnQuest (4/4)	86–100%
🤖 AI	Generative AI — IBM / Coursera	✅
🔗 Blockchain	Blockchain for Business — Linux Foundation	✅
📡 IoT	Architecting Smart IoT Devices — EIT Digital	86.39%
🔐 IoT Security	Security for IoT — Embedded Systems	✅
🕵️ Forensics	Digital Forensics Concepts — Infosec	100%
🌐 Web	Django (100%) · HTML/CSS Meta (95.46%) · Bootstrap (100%)	✅
💼 Industry	J.P. Morgan SWE Job Simulation — Forage	Sep 2024
🎯 In Progress	CEH · AWS Security Specialty · OSCP	🔄

Verified Badges: AWS Educate Cloud 101 · AWS Educate GenAI · AWS Educate ML Foundations · IBM Z Day 2025 AI & Data · IBM Z Day 2025 Security · IBM Z Xplore Concepts · Cisco IoT · Kaggle: Vampire · Python Coder · Dataset Creator · IBM Z Day 2024 Security · J.P. Morgan Forage

💼 Freelance & Technical Writing

💻 Freelance Work	✍️ Technical Writing	🔧 Open Source (Planned)
Web Development – Built e‑commerce sites & company landing pages (paid clients) Hardware Repair – Mobile phones, laptops, electronics (paid services) Security Consulting – Available for penetration testing, WAF setup, cloud security reviews	Coming soon: • Building an AI‑Powered WAF – Architecture & Lessons • OWASP Top 10 for Modern Web Apps • Deploying ML Models with Docker & FastAPI • IBM Z Datathon 2025 – A Technical Retrospective	• Contributing to OWASP projects • Submitting PRs to FastAPI / Streamlit • Writing security tools in Python

📢 Note: I no longer offer free account recovery or phone tracing. If you need professional cybersecurity services, please reach out via LinkedIn or email. Paid consulting only.

💡 Academic Context — Resilience Over Perfection

┌─────────────────────────────────────────────────────────────────────────────┐
│                                                                             │
│   ANALYSIS OF ALGORITHMS (U — Sem 7)                                        │
│   Internal marks: 95%+ average · Perfect lab records · Skill Assess: 100    │
│   External exam MISSED due to: Right hand fracture during Sem 7 exams       │
│   This U does NOT reflect knowledge. Internal performance proves mastery.   │
│                                                                             │
│   ACADEMIC TRAJECTORY (Lateral Entry — Started from 3rd Semester):          │
│   Sem3: 8.00 → Sem4: 7.04 → Sem5: 7.31 → Sem6: 7.12 → CGPA: 7.22            │
│                                                                             │
│   While maintaining 7+ CGPA, I simultaneously:                              │
│   → Won IBM Z Datathon 2025 — 2nd Place National                            │
│   → Published 2 IEEE papers (WAF AI + CSSS)                                 │
│   → Built 12+ production-grade projects                                     │
│   → Completed 50+ professional certifications                               │
│                                                                             │
│   "My projects speak louder than my exam grades."                           │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘

📊 GitHub Activity

📚 Academic Labs

🔐 Cryptography — 15+ Algorithms Implemented from Scratch

Algorithm	Category	Link
Caesar Cipher	Classical	Repo
PlayFair / Hill / Vigenère	Classical/Matrix	Repo
DES	Symmetric	Repo
AES	Symmetric	Repo
RSA	Asymmetric	Repo
ECC	Asymmetric	Repo
Diffie-Hellman	Key Exchange	Repo
SHA Hash	Integrity	Repo
ElGamal · MAC · PRNG	Various	Repo

🕵️ Digital Forensics — Autopsy · Sleuth Kit · Wireshark · John the Ripper · StegExpose

Lab	Tools
Disk Structure Analysis	Sleuth Kit
File Recovery	Autopsy
Network Traffic Analysis	Wireshark
Steganography Detection	StegExpose
Password Cracking	John the Ripper
Metadata Extraction	ExifTool · log2timeline

🤖 ML Algorithms · AI Algorithms · Pentesting Labs

ML Labs: SVM Spam · K-Means Clustering · Decision Tree · Logistic Regression · Gradient Descent

AI Algorithm Labs (19AI405): DFS · BFS · A* · Minimax · Alpha-Beta · Wumpus World

Pentesting Labs:

🎯 Current Vector

┌─────────────────────────────────────────────────────────────────────┐
│                                                                     │
│   NOW        CEH Exam · AWS Security Specialty · OSCP Prep          │
│              LLM Fine-tuning & RAG Security Pipelines               │
│              AI-powered Real-time Threat Detection Engine           │
│              Cloud-native Security Architecture on AWS              │
│                                                                     │
│   NEXT       HackTheBox Pro Hacker Rank                             │
│              Cybersecurity / AI Security Internship → Full-time     │
│              Tech Blogs: WAF · Cloud Security · Healthcare AI       │
│              Portfolio Website Upgrade (sriramv.dev)                │
│              Speak at Cybersecurity or AI Conference                │
│                                                                     │
│   TARGET     Full-time Cybersecurity or AI Security Engineer        │
│              AI Security Researcher · DevSecOps Architect           │
│                                                                     │
└─────────────────────────────────────────────────────────────────────┘

💡 Why Work With Me

🏆

Competition-Tested
_{National 2nd at IBM Z Datathon. $500 + IBM mentorship + lab visit. Not just coursework — pressure tested.}

⚙️

Unique Hardware + Software
_{Mechatronics 81% + B.E. Cybersecurity. PLC, CNC, AutoCAD + Metasploit, WAF, Cloud. Nobody else has both.}

📄

Research-Grade Work
_{2 IEEE publications. WAF AI conference + journal. CSSS accepted 100/100/100 reviews. Proven depth.}

📅

Proven Discipline
_{100% school attendance for 9 years. Gold medal at 9. Yoga national champion. This isn't luck — it's habit.}

Building AI systems that don't just defend — they adapt, evolve, and outthink attackers.

⭐ Star my repos if they helped you! · Made with ❤️ + ☕ in Chennai 🇮🇳
Created with 🖤 by Sriram V

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