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 | **[API Security Scanner](./PROJECTS/intermediate/api-security-scanner)**<br>Enterprise API vulnerability scanner | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi) ![React](https://img.shields.io/badge/React-61DAFB?logo=react&logoColor=black) ![Docker](https://img.shields.io/badge/Docker-2496ED?logo=docker&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | OWASP API Top 10 • ML fuzzing • GraphQL/SOAP testing<br>[Source Code](./PROJECTS/intermediate/api-security-scanner) \| [Docs](./PROJECTS/intermediate/api-security-scanner/learn) |
 | **[Wireless Deauth Detector](./SYNOPSES/intermediate/Wireless.Deauth.Detector.md)**<br>Monitor WiFi deauth attacks | ![2-4d](https://img.shields.io/badge/⏱️_2--4d-blue) ![Rust](https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Wireless security • Packet sniffing • Attack detection<br>[Learn More](./SYNOPSES/intermediate/Wireless.Deauth.Detector.md) |
 | **[Credential Enumeration](./PROJECTS/intermediate/credential-enumeration)**<br>Post-exploitation credential collection | ![2-4d](https://img.shields.io/badge/⏱️_2--4d-blue) ![Nim](https://img.shields.io/badge/Nim-FFE953?logo=nim&logoColor=black) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Credential extraction • Browser forensics • Red team tooling • Nim language<br>[Source Code](./PROJECTS/intermediate/credential-enumeration) \| [Docs](./PROJECTS/intermediate/credential-enumeration/learn) |
-| **[Binary Analysis Tool](./PROJECTS/intermediate/binary-analysis-tool)**<br>Disassemble and analyze executables | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![Rust](https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Binary analysis • String extraction • Malware detection<br>[Source Code](./PROJECTS/intermediate/binary-analysis-tool) \| [Docs](./PROJECTS/intermediate/binary-analysis-tool/learn)<br>[![axumortem.carterperez-dev.com](https://img.shields.io/badge/axumortem.carterperez--dev.com-E8730C?style=flat&logo=googlechrome&logoColor=white)](https://elitenetwork4life.com/) |
+| **[Binary Analysis Tool](./PROJECTS/intermediate/binary-analysis-tool)**<br>Disassemble and analyze executables | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![Rust](https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Binary analysis • String extraction • Malware detection<br>[Source Code](./PROJECTS/intermediate/binary-analysis-tool) \| [Docs](./PROJECTS/intermediate/binary-analysis-tool/learn)<br>[![https://elitenetwork4life.com/](https://img.shields.io/badge/elitenetwork4life.com-E8730C?style=flat&logo=googlechrome&logoColor=white)](https://elitenetwork4life.com/) |
 | **[Chaos Engineering Security Tool](./SYNOPSES/intermediate/Chaos.Engineering.Security.Tool.md)**<br>Inject security failures to test resilience | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![Go](https://img.shields.io/badge/Go-00ADD8?logo=go&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Chaos engineering • Security resilience • Credential spraying • Auth testing<br>[Learn More](./SYNOPSES/intermediate/Chaos.Engineering.Security.Tool.md) |
 | **[Credential Rotation Enforcer](./SYNOPSES/intermediate/Credential.Rotation.Enforcer.md)**<br>Track and enforce credential rotation policies | ![2-4d](https://img.shields.io/badge/⏱️_2--4d-blue) ![Crystal](https://img.shields.io/badge/Crystal-black?logo=crystal&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | Credential hygiene • Secret rotation • Compliance dashboards • API integration<br>[Source Code](./PROJECTS/intermediate/credential-rotation-enforcer) \| [Docs](./PROJECTS/intermediate/credential-rotation-enforcer/learn) |
 | **[Race Condition Exploiter](./SYNOPSES/intermediate/Race.Condition.Exploiter.md)**<br>TOCTOU race condition attack & defense lab | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi) ![React](https://img.shields.io/badge/React-61DAFB?logo=react&logoColor=black) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | TOCTOU attacks • Double-spend bugs • Concurrent exploitation • Race visualization<br>[Learn More](./SYNOPSES/intermediate/Race.Condition.Exploiter.md) |
-| **[Zingela Stateless Scanner](./PROJECTS/advanced/zig-stateless-scanner)**<br>Line-rate stateless mass TCP/UDP port scanner | ![1-2w](https://img.shields.io/badge/⏱️_1--2w-blue) ![Zig](https://img.shields.io/badge/Zig-F7A41D?logo=zig&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Stateless SYN scanning • SipHash cookies • Cyclic-group permutation • AF_PACKET / AF_XDP<br>[Source Code](./PROJECTS/advanced/zig-stateless-scanner) \| [Docs](./PROJECTS/advanced/zig-stateless-scanner/learn) |
 | **[JA3/JA4 TLS Fingerprinting Tool](./SYNOPSES/intermediate/JA3.JA4.TLS.Fingerprinting.Tool.md)**<br>Fingerprint TLS clients by handshake | ![2-4d](https://img.shields.io/badge/⏱️_2--4d-blue) ![Rust](https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | TLS handshake analysis • JA3/JA4 hashing • Bot detection • Malware C2 identification<br>[Source Code](./PROJECTS/intermediate/ja3-ja4-tls-fingerprinting) \| [Docs](./PROJECTS/intermediate/ja3-ja4-tls-fingerprinting/learn)<br>[![mkultraalumni.com](https://img.shields.io/badge/mkultraalumni.com-E8730C?style=flat&logo=googlechrome&logoColor=white)](https://mkultraalumni.com/) |
 | **[Mobile App Security Analyzer](./SYNOPSES/intermediate/Mobile.App.Security.Analyzer.md)**<br>Decompile and analyze mobile apps | ![3-5d](https://img.shields.io/badge/⏱️_3--5d-blue) ![Python](https://img.shields.io/badge/Python-3776AB?logo=python&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | APK/IPA analysis • Reverse engineering • OWASP Mobile<br>[Learn More](./SYNOPSES/intermediate/Mobile.App.Security.Analyzer.md) |
 | **[DLP Scanner](./PROJECTS/intermediate/dlp-scanner)**<br>Data Loss Prevention for files, DBs, and traffic | ![2-4d](https://img.shields.io/badge/⏱️_2--4d-blue) ![Python](https://img.shields.io/badge/Python-3776AB?logo=python&logoColor=white) ![Intermediate](https://img.shields.io/badge/●_Intermediate-yellow) | PII detection • GDPR/HIPAA compliance • Pattern matching • Data classification<br>[Source Code](./PROJECTS/intermediate/dlp-scanner) \| [Docs](./PROJECTS/intermediate/dlp-scanner/learn) |
@@ -144,6 +143,7 @@ Tools, courses, certifications, communities, and frameworks for cybersecurity pr
 | **[Encrypted Chat Application](./PROJECTS/advanced/encrypted-p2p-chat)**<br>Real-time E2EE messaging | ![1-2w](https://img.shields.io/badge/⏱️_1--2w-blue) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi) ![SolidJS](https://img.shields.io/badge/SolidJS-2C4F7C?logo=solid) ![PostgreSQL](https://img.shields.io/badge/PostgreSQL-4169E1?logo=postgresql&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Signal Protocol • Double Ratchet • WebAuthn • WebSockets<br>[Source Code](./PROJECTS/advanced/encrypted-p2p-chat) \| [Docs](./PROJECTS/advanced/encrypted-p2p-chat/learn) |
 | **[Exploit Development Framework](./SYNOPSES/advanced/Exploit.Development.Framework.md)**<br>Modular exploitation framework | ![3-4w](https://img.shields.io/badge/⏱️_3--4w-blue) ![C++](https://img.shields.io/badge/C%2B%2B-00599C?logo=cplusplus&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Exploit development • Payload generation • Plugin architecture<br>[Learn More](./SYNOPSES/advanced/Exploit.Development.Framework.md) |
 | **[AI Threat Detection](./PROJECTS/advanced/ai-threat-detection)**<br>ML-powered nginx threat detection | ![3-4w](https://img.shields.io/badge/⏱️_3--4w-blue) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi) ![React](https://img.shields.io/badge/React-61DAFB?logo=react&logoColor=black) ![PyTorch](https://img.shields.io/badge/PyTorch-EE4C2C?logo=pytorch&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | ML ensemble (AE + RF + IF) • ONNX inference • Real-time detection<br>[Source Code](./PROJECTS/advanced/ai-threat-detection) \| [Docs](./PROJECTS/advanced/ai-threat-detection/learn) |
+| **[Zingela Stateless Scanner](./PROJECTS/advanced/zig-stateless-scanner)**<br>Line-rate stateless mass TCP/UDP port scanner | ![1-2w](https://img.shields.io/badge/⏱️_1--2w-blue) ![Zig](https://img.shields.io/badge/Zig-F7A41D?logo=zig&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Stateless SYN scanning • SipHash cookies • Cyclic-group permutation • AF_PACKET / AF_XDP<br>[Source Code](./PROJECTS/advanced/zig-stateless-scanner) \| [Docs](./PROJECTS/advanced/zig-stateless-scanner/learn) |
 | **[Bug Bounty Platform](./PROJECTS/advanced/bug-bounty-platform)**<br>Full vulnerability disclosure platform | ![2-3w](https://img.shields.io/badge/⏱️_2--3w-blue) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi) ![React](https://img.shields.io/badge/React-61DAFB?logo=react&logoColor=black) ![PostgreSQL](https://img.shields.io/badge/PostgreSQL-4169E1?logo=postgresql&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Full-stack development • CVSS scoring • Workflow automation<br>[Source Code](./PROJECTS/advanced/bug-bounty-platform) \| [Docs](./PROJECTS/advanced/bug-bounty-platform/learn)<br>[![bugbounty.carterperez-dev.com](https://img.shields.io/badge/bugbounty.carterperez--dev.com-3FB950?style=flat&logo=googlechrome&logoColor=white)](https://bugbounty.carterperez-dev.com/) |
 | **[Cloud Security Compliance Dashboard](./SYNOPSES/advanced/Cloud.Security.Compliance.Dashboard.md)**<br>Multi-cloud compliance with CIS, SOC2, HIPAA | ![2-3w](https://img.shields.io/badge/⏱️_2--3w-blue) ![Go](https://img.shields.io/badge/Go-00ADD8?logo=go&logoColor=white) ![React](https://img.shields.io/badge/React-61DAFB?logo=react&logoColor=black) ![AWS](https://img.shields.io/badge/AWS-232F3E?logo=amazonaws) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | CIS benchmarks • SOC2/HIPAA compliance • Cost-security optimization • Drift detection<br>[Learn More](./SYNOPSES/advanced/Cloud.Security.Compliance.Dashboard.md) |
 | **[Malware Analysis Platform](./SYNOPSES/advanced/Malware.Analysis.Platform.md)**<br>Automated sandbox analysis | ![2-3w](https://img.shields.io/badge/⏱️_2--3w-blue) ![Rust](https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white) ![Docker](https://img.shields.io/badge/Docker-2496ED?logo=docker&logoColor=white) ![Advanced](https://img.shields.io/badge/●_Advanced-red) | Malware analysis • Sandboxing • YARA rules • IOC extraction<br>[Learn More](./SYNOPSES/advanced/Malware.Analysis.Platform.md) |