SYSTEM.INIT

SENTINEL AUTOMATION

> MISSION STATEMENT

I ARCHITECT UNBLOCKABLE
DATA MINING ENGINES.

Standard bots fail. I build "Stealth-First" automation pipelines designed to penetrate Level 4 Cloudflare protection, bypass Akamai Turnstile, and harvest data from the web's most hostile environments.

🛡️
0.1%
Block Rate
⛏️
60M+
Pages Mined
⚡
99.9%
Uptime
🚫 BOT DETECTED
✓
✓ BYPASS SUCCESSFUL
METHOD: Bezier Curve
DETECTION: Evaded
def inject_neural_mouse_move(start_x, start_y, end_x, end_y):
"""
Generates a non-linear, heuristic path using
cubic Bezier control points to defeat linear detection.
"""
control_point_1 = (start_x + random.randint(-50, 50), start_y)
control_point_2 = (end_x, end_y + random.randint(-50, 50))
path = calculate_bezier_path(start, control_point_1, control_point_2, end)
> CORE CAPABILITIES

HARD SKILLS // TECHNICAL ARSENAL

01 // DEFENSE EVASION

Biometric Spoofing

Custom "Blindfire" keyboard injection and Bezier curve mouse movements that mimic human neurological micro-jitters to bypass anti-bot heuristics.

TECH STACK:
Selenium-StealthCDP
02 // SURGICAL EXTRACTION

Shadow DOM Traversal

Tunneling through complex #shadow-root and iframe layers using custom JavaScript bridges where standard XPath selectors fail.

TECH STACK:
JS InjectionRegex
03 // INFRASTRUCTURE

Self-Healing Pools

Aggressive multiprocessing with worker recycling (maxtasksperchild=1) to prevent RAM creep during multi-week extraction jobs.

TECH STACK:
DockerRedisPython
> SYSTEM ARCHITECTURE

THE BYPASS PROTOCOL // TECHNICAL FLOW

Whiteboard-style visualization of the complete extraction pipeline

STEALTH ENGINE(Python/CDP)Neurological Input Injector(Simulates Human Tab+Space)Header Rotator(Spoofs User-Agent/TLS)CDP Bridge(Direct Chrome Protocol)CLOUDFLARELEVEL 4(Turnstile)DOM STRUCTURE(Microcenter.com)Main Document (#root)Iframe Layer#shadow-root (open)TARGET DATA(data-price)STRUCTURED DATA(JSON/CSV)Blindfire Keyboard Protocol(Bypasses Captcha)JS Injection Tunnel(executes inside Shadow DOM)Sanitized Output
⚡ PERFORMANCE METRICS
• Block Rate: < 0.1%
• Extraction Depth: Level 3 Shadow DOM
• Uptime: 99.9%
> CASE STUDIES

THE PROOF // MISSION ARCHIVES

Classified Operations. Real Results.

PROJECT ALPHA:

"THE SHADOW-PIERCER"

Microcenter Logo
TARGET: Microcenter (Level 4 Cloudflare Protection)
▸ THE CHALLENGE

The target used "Turnstile" CAPTCHAs and deep Shadow DOM nesting. Standard Requests and Selenium scripts were flagged and blocked instantly.

▸ THE ARCHITECTURE
1. Turnstile Bypass:

Engineered a "Blindfire" protocol to simulate human typing (Tab+Space sequences), solving CAPTCHAs without triggering mouse-trap detection.

2. Deep Mining:

Built a JavaScript Bridge to surgically extract pricing data hidden inside multiple Shadow DOM layers.

▸ THE OUTCOME

<0.1% Block Rate. Delivering structured JSON/CSV data ready for AI ingestion.

"I don't just scrape HTML. I tunnel through the DOM."
PROJECT BRAVO:

"AMAZON STEALTH-CORE"

Amazon Logo
TARGET: Amazon (Biometric & Behavioral Defense)
▸ THE CHALLENGE

Amazon's validateCaptcha and "Soft Blocks" detect non-human mouse telemetry (linear movement) instantly.

▸ THE ARCHITECTURE
1. Neurological Emulation:

Implemented a Heuristic Mouse algorithm using Bezier Curves to spoof genuine human cursor paths.

2. Soft-Block Remediation:

Created a module that detects "Soft Blocks" and executes a physical click sequence to reset the session trust score instead of crashing.

3. CDP Patching:

Forced Timezone Synchronization via Chrome DevTools Protocol to prevent fingerprint leaks (Proxy vs. System Time).

▸ THE OUTCOME

1M+ Product Records extracted with clean metadata for Computer Vision training.

PROJECT CHARLIE:

"THE 60M SCALE ENGINE"

Project Logo
TARGET: High-Throughput ML Dataset Creation
▸ THE CHALLENGE

Processing 60 million pages caused "RAM Creep," killing standard Python scripts after a few hours.

▸ THE ARCHITECTURE
1. Worker Recycling:

Implemented aggressive multiprocessing that "kills and recycles" workers after every N tasks to purge memory leaks.

2. Lazy Loading:

Used imap_unordered to stream data like a conveyor belt, preventing parent-process memory bloat.

▸ THE OUTCOME

A fault-tolerant pipeline capable of running for weeks without manual oversight.

●SYSTEM STATUS: OPERATIONAL
▸SECURITY LEVEL: MAXIMUM