Data Infrastructure

Resilient Web Scraping & Data Pipelines

Reverse-engineer private APIs directly and bypass TLS/JA3 fingerprint checks with curl_cffi. Eliminate headless browser server bloat and recover from dropouts automatically.

Engineering Strategy

We build resilient web scraping and data extraction pipelines. By reverse-engineering private web APIs and using curl_cffi to match browser TLS Client Hello signatures (JA3/JA4), we eliminate 450MB+ headless browser instances. Our systems feature intelligent exponential retries and header rotation to cleanly handle real-world 20-30% request drops.

Verified Production Proof

Read the Technical Case Study & Architecture

Deep dive into benchmarks, code snippets, and system design for this discipline.

View Case Study →

Investment Plans & Capabilities

API Extraction Pipeline

Reverse-engineer 1 target anti-bot portal

$1,500

Single target reverse-engineered extraction engine with stealthkit TLS/JA3 impersonation, dynamic header rotation, and zero-headless browser compute overhead.

Included Capabilities:

Bypass TLS/JA3/JA4 Fingerprint Blocks

HTTP/2 Frame & SETTINGS Alignment

Reverse-Engineered Private API Ingestion

Automatic Exponential Retry & Header Swapping

Direct JSON / Database Sync Output

Multi-Source Extraction Engine

Up to 5 complex target ingestion feeds

$3,200

Comprehensive extraction engine for up to 5 protected target sources. Includes automated cookie refresh, session warming, and retry jittering.

Included Capabilities:

Up to 5 Target Portal Extraction Feeds

Automated Session Warming & Ephemeral Cookie Refresh

20-30% Drop-Rate Recovery via Retry Swapping

FastAPI Asynchronous Microservice Layer

PostgreSQL / Supabase Automated Syncing

Pipeline Maintenance Retainer

Continuous monitoring & target patch updates

$750/mo

Ongoing operational maintenance. Automated fixes within 24 hours whenever target endpoints update their layout, API keys, or security filters.

Included Capabilities:

24/7 Ingestion Uptime & Health Alerts

Immediate Code Patches on Anti-Bot Shifts

Proxy Cost & Allocation Tuning

Async Slack & GitHub SLA Response

Complementary Solutions

Data Infrastructure

Custom Market Data Pipelines & Live Dashboards

Live ingestion of complex stock exchange feeds (Option chains, corporate disclosures) normalized into Pandas DataFrames and served via low-cost FastAPI dashboards.

Market Feed Pipeline $1,800

Insider & Market Dashboard $3,500

Explore Service Details → Case Study →

Mobile Engineering

High-Performance Web-to-Native Mobile

Compile existing Astro or Svelte web applications into 4.2MB native iOS/Android containers via Capacitor 8. Native haptics, zero input latency, and guaranteed Apple App Store approval in 15 days.

Capacitor Mobile Container $2,200

Full Mobile Product & App Store Launch $3,500

Explore Service Details → Case Study →

Investment.

API Extraction Pipeline

$1,500

Reverse-engineer 1 target anti-bot portal

Multi-Source Extraction Engine

$3,200

Up to 5 complex target ingestion feeds

Pipeline Maintenance Retainer

$750/mo

Continuous monitoring & target patch updates

Start a Project Async →

14-Day Delivery Guarantee*

Security First

Enterprise-grade protection & NDA included.