┌──────────────────────────────────────────────────────────────────────────────┐
│ │
│ ╔══════════════════════════════════════════════════════════════════════╗ │
│ ║ CLASSIFICATION: OFFENSIVE SECURITY RESEARCHER ║ │
│ ║ THREAT LEVEL: ██████████░░░░░░ [ELEVATED] ║ │
│ ╚══════════════════════════════════════════════════════════════════════╝ │
│ │
│ > OPERATOR_ID : Mohammed Muzamil C │
│ > CODENAME : Not-muzzyy │
│ > BASE_STATION : Ballari, Karnataka, India │
│ > AFFILIATION : BCA Final Year @ Nandi Institute (VSKUB) │
│ > CLEARANCE : [Google Cloud Cybersecurity] [HuggingFace] [Anthropic x3] │
│ │
│ > PRIMARY_OBJ : [ Cybersecurity, Threat Detection, ML-Powered Defense ] │
│ > SECONDARY_OBJ: [ AI Red Teaming, LLM Security, Exploit Analysis ] │
│ > STATUS : ACTIVE ● OPERATIONAL │
│ │
│ > ACTIVE_OPS : EduSathi — RAG-based AI study companion │
│ : ResumeAI — ATS resume checker with LLM │
│ │
│ > ENGAGEMENT : Chakravyuha 3.0 @ BITM Bellary │
│ : TodoList AI — First Hackathon [CLEARED] │
│ │
│ > MISSION_BRIEF: "I write code that hunts threats, explains attacks, │
│ and generates incident reports from raw bytes." │
│ │
│ > CAREER_VECTOR: SOC Analyst → CEH → OSCP │
│ One certification at a time. No shortcuts. │
│ │
└──────────────────────────────────────────────────────────────────────────────┘
Full security operations platform. ML-powered attack classifier with 6 attack type detection, SHAP explainability engine, LLM threat reasoning via Groq, auto-generated PDF incident reports.
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3-layer ML pipeline — text analysis + URL feature extraction + meta-model ensemble. Zero hardcoded rules. 2,378 LinkedIn impressions on launch post.
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Upload resume → ATS score, gap analysis, fix suggestions, rebuilt DOCX. Powered by Groq Llama 3.3 70B. Real recruiter logic, not vibes.
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RAG pipeline on VSKUB question papers. PDF parsing, MCQ generation, knowledge gap detection, topic summaries. Built for Indian university students.
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AI environmental risk forecasting — spatial spread modeling, 7-day forecasting, anomaly detection, interactive geo map. Built in 24 hours at Chakravyuha 3.0.
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AI-powered task manager. Python backend + HTML/CSS/JS frontend. Smart task suggestions. First hackathon, full stack, shipped on time.
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┌─────────────────────────────────────────────────────────────────────────────┐
│ │
│ ⟦ LANGUAGES ⟧ Python • JavaScript • R • HTML/CSS • SQL │
│ ⟦ ML / AI ⟧ Scikit-Learn • SHAP • NLP • RAG • LangChain │
│ ⟦ LLM PROVIDERS ⟧ Groq (Llama 3.3 70B) • Anthropic • HuggingFace │
│ ⟦ SECURITY ⟧ SIEM • Threat Detection • Phishing Analysis │
│ ⟦ PLATFORMS ⟧ Linux • Git • GitHub Actions • VS Code • Streamlit │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────────┐
│ │
│ [▓▓▓▓▓▓▓▓░░] 80% ── CEH — Certified Ethical Hacker │
│ [▓▓▓▓░░░░░░] 40% ── CompTIA Security+ │
│ [▓░░░░░░░░░] 10% ── OSCP — The Long Game │
│ [▓▓▓░░░░░░░] 30% ── Open Source Contributions │
│ [▓▓▓▓▓▓░░░░] 60% ── SOC Analyst Role │
│ │
└─────────────────────────────────────────────────────────────────────┘
root@muzzyy:~$ echo "Building defenses from Ballari that protect the internet." 🌐