Available for Enterprise Scraping Contracts & Bespoke Feeds

Autonomous data pipelines & resilient web crawlers at scale.

Specializing in high-throughput collection infrastructure that bypasses modern anti-bot systems (Cloudflare Turnstile, WAF) and delivers verified, 100% schema-compliant datasets directly to enterprise S3 data lakes.

Explore Datasets Request Custom Feed

3,140+ Verified Properties (PT & UK)

2,179+ Catalog SKUs (FMCG & Luxury)

100 / 100 Buyer Acceptance Rate

0 PII Risk (Strict Catalog Only)

buyer_audit.sh • live feed

$ python3 buyer_audit.py --full-suite

[2026-09-20] Executing Buyer Acceptance & Schema Audit...

[PASS] idealista.pt (2,640 units) • REAL-ESTATE-BASIC: 100/100

[PASS] rightmove.co.uk (500 units) • GPS, Floorplans: 100/100

[PASS] farfetch.com (120 SKUs) • FASHION-PDP Luxury: 100/100

[PASS] continente.pt (2,059 SKUs) • GROCERY-PLP: 100/100

[SYNC] S3 Cloud Feeds: s3://enterprise-data-lake/feeds/...

[STATUS] Ingestion Handshake: verified & complete ✓

> awaiting next scheduled ingestion...

Verified Commercial Datasets & Production Feeds

Production-grade datasets extracted from high-friction targets, pre-audited against strict buyer schemas, and ready for immediate S3 deployment.

Real Estate • Portugal Commercial Ready

Idealista Portugal Nationwide Property Feed

Comprehensive nationwide property intelligence across 13 Portuguese districts (Lisboa, Porto, Algarve, Setúbal, Braga, Coimbra, etc.). Features normalized square-meter pricing, exact bedroom/bathroom counts, floor levels, terrace/garage amenities, and clean geocodes.

Sample Property Price Area Region

Apartamento T2 Campo de Ourique €469,000 60 m² Lisboa

Moradia T4 Vilarinha €2,490,000 625 m² Porto

T2 Penthouse Marina €395,000 92 m² Faro / Algarve

2,640 records

32 columns

REAL-ESTATE-BASIC

Daily/Weekly feed

Request Sample / License Feed CSV / JSON / S3 Sync

Retail & FMCG • Portugal Verified Commercial Feed

Continente Supermarket FMCG Intelligence Catalog

Granular pricing, brand taxonomy, and promotion intelligence for Portugal's leading supermarket chain. Features complete 3-level category hierarchy, markdown discount tracking, normalized unit prices (€/kg, €/L), and packaging dimensions.

SKU / Product Standard Promo Unit Price

Azeite Virgem Extra Oliveira 750ml €8.49 €6.99 €9.32/L

Café Torrado em Grão 1kg €14.20 — €14.20/kg

Queijo São Jorge DOP Curado €5.89 €4.99 €16.63/kg

2,059 SKUs

31 columns

GROCERY-PLP

S3 verified

Request Sample / License Feed CSV / JSON / S3 Sync

Luxury Fashion • Global Buyer Audit: 100/100

Farfetch Global Luxury Fashion & Designer Feed

Curated intelligence covering premier luxury fashion houses: Jacquemus, Valentino Garavani, Balmain, Bottega Veneta, Saint Laurent, Christian Louboutin, Tom Ford, and Moncler. Full 35-attribute FASHION-PDP schema tracking original prices, markdowns, multi-currency values, inventory status, and high-res media links.

Brand / Item Price (USD) Category Origin

Jacquemus Woven Knot Tote $1,865 Bags & Purses Italy

Valentino Garavani Denim Bag $2,550 Luxury Handbag Italy

Amiri Leather Ryder Boots $740 Footwear USA

120 verified SKUs

35 cols (FASHION-PDP)

100 / 100 Buyer Audit

Jacquemus, Valentino, Balmain+

Request Sample / License Feed CSV / JSON / S3 Sync

Real Estate • United Kingdom Buyer Audit: 100/100

Rightmove London & Prime UK Property Feed

Comprehensive market intelligence covering 500 verified properties across Greater London and Prime Central London. 100% compliant with REAL-ESTATE-BASIC schema across 32 mandatory attributes: GPS geocoordinates, floor area sqm, asking prices, bedroom/bathroom configurations, EPC energy ratings, and floor plan links.

Property Location Price Beds Agency

One Hyde Park, Knightsbridge £60,000,000 5 Bed Global 1

Avenue Road, St John's Wood £49,950,000 10 Bed Sotheby's

Balfour Place, Mayfair £49,500,000 7 Bed OB Private

500 verified properties

32 cols (REAL-ESTATE-BASIC)

100 / 100 Buyer Audit

GPS & Floorplans

Request Sample / License Feed CSV / JSON / S3 Sync

Autonomous Pipeline Architecture

Engineered for resilience, zero human intervention, and deterministic cloud delivery.

Resilient Ingestion Engine

Hybrid architecture combining Chrome DevTools Protocol (CDP) socket control with native OS-level IPC bridges. Neutralizes Cloudflare Turnstile, fingerprint entropy, and dynamic canvas challenges with realistic human behavioral jitter.

CDP Automation Zero-Fingerprint Turnstile Bypass

Deterministic Schema Gates

Strict programmatic validation checks 100% of rows before delivery. Guarantees schema adherence (32-col Real Estate, 31-col FMCG, 35-col Luxury), strict positive pricing bounds, valid coordinates, and UTF-8-SIG semicolon formatting.

Automated QA UTF-8-SIG Schema Enforcement

Autonomous Cloud Delivery & Handshake

Direct automated delivery to buyer Amazon S3 storage buckets. The pipeline monitors automated acceptance receipts (approved.txt), handles retry backoffs, and logs settlement metrics automatically.

AWS S3 Boto3 Engine Automated Settlement

Core Technical Stack

Tools, frameworks, and protocols deployed across daily high-throughput extraction.

Scraping & Automation

Playwright & Puppeteer: Headless & headful automation
CDP (Chrome DevTools Protocol): Low-level socket control
macOS AppleScript Bridge: Native browser IPC
BeautifulSoup4 / lxml / Scrapy: High-throughput DOM parsers

Data Infrastructure & Cloud

Amazon S3 & AWS SDK (Boto3): Cloud data lake delivery
Pandas & NumPy: Normalization & outlier filtration
PostgreSQL & SQLite: Local staging & deduplication
Docker & Bash: Autonomous daemons & scheduled cron

Marketplaces & Governance

Enterprise Data Feeds: High-volume commercial data feeds & automated delivery
Datarade: Provider pipeline onboarding & enterprise feeds
GDPR & Ethical Crawling: 100% public catalog data, zero PII
PayPal Business: Verified commercial billing

Track Record & Milestones

Demonstrated reliability delivering commercial datasets to global marketplaces and enterprise buyers.

2024 — Present Active

Lead Data Engineer & Founder • HLP Data Studio

Architecting and commercializing high-throughput web collection systems for European retail and real estate portals. Maintained a 100% buyer acceptance rate on Amazon S3 cloud deliveries and established verified commercial seller standing.

2021 — 2024

Software Automation & Backend Engineer

Engineered resilient backend scrapers, API integrations, and cloud ingestion workflows. Developed automated testing suites to validate live schema integrity and eliminate silent data rot in high-volume production jobs.

Need a custom dataset or specialized scraping pipeline?

Available for bespoke data engineering contracts, recurring marketplace cloud feeds, and anti-bot bypass consulting.

Business Email hung@hlpdata.com

PayPal Commercial Billing hunglp97@gmail.com Verified Business

GitHub Code Repositories github.com/hunglp97 Open Source

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