Top Rated Plus 100% Job Success

Production-grade scraping & AI data pipelines.

I extract large-scale structured data from sites that are hard to scrape — then enrich it with AI before it reaches your database. Trusted by investment firms, proptech, and data providers.

Portrait
1M+
Records extracted weekly
500+
Projects shipped
99.9%
Pipeline accuracy
$45
Hourly rate
Who I work with

I build data extraction systems for

Construction analytics

Companies pulling permit data across hundreds of jurisdictions for market intelligence, lead generation, and project tracking.

Accela MGOConnect Municipal portals

Real estate proptech

Investment platforms unifying Zillow, county appraisers, permit history, and price monitoring into a single deal workflow.

Zillow InvestorLift County data

Commercial data brokers

Teams that need any data behind a website — clean, structured, deduped, on a reliable schedule.

APIs Scrapers Pipelines

If this sounds like you, let's talk.

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About

Data pipelines for teams that need results, not excuses.

I build production data pipelines for investment firms, proptech companies, and data providers who need reliable extraction at scale — not scripts that break the moment a site updates.

My systems run on schedule, recover automatically, and ship clean data with full documentation. One-time extractions or long-term maintained systems, both done the same way.

Verified credential
upwork.com
Shah H. — Top Rated Plus, 100% Job Success on Upwork
Top Rated Plus · 100% Job Success on Upwork View profile
How I work

What you get when you hire me

Full Record Discovery

I reverse-engineer search APIs, hidden endpoints, and pagination logic to find every record — even when sites don't offer bulk access.

Scalable Scraping Architecture

Modular, portal-per-package design where each source runs independently. New sources plug in with minimal code, jobs recover from crashes automatically, and the system scales horizontally — add capacity without touching existing scrapers.

AI-Powered Enrichment

OpenAI and LLM APIs integrated into extraction pipelines to score listings, classify content, and flag anomalies before data reaches your database.

End-to-End Delivery

Extraction, validation, deduplication, enrichment, and delivery via API or database. Plus monitoring dashboards so you always know the system is healthy.

Recent Work

Some recent projects

Recent projects across scraping pipelines, API integrations, and internal automations.

Shovels (Construction analytics)

Extracting building permits from 100+ US municipal portals

Built a production scraping system that extracts building permit, inspection, and contractor data from 13+ distinct portal types across 100+ US cities and counties — each with different tech stacks, authentication schemes, and data models.

13+
Portal types
100+
Jurisdictions
40-120
Data fields per permit
98%
Test coverage
Python Scrapy Playwright Pydantic
Read case study
Real estate investment firm

Real estate investment CRM with integrated scraping & price monitoring

Built a full-stack CRM for a real estate investment firm that pulls live property data from Zillow, InvestorLift, county appraisers, and permit systems — enriches it with AI scoring — and tracks deals from discovery through renovation to sale.

5
Data sources
30+
Counties enriched
100+
Fields per property
24/7
Uptime
Python Scrapy React OpenAI
Read case study
Testimonials

What clients say

"Shah has done an incredible job, fixing issues if needed, thinking outside the box and creating exactly what I needed."
Verified Upwork client
Zillow / InvestorLift scraper
Feb 2026 — Present
Client review · Feb 2026 — Present
Upwork review: Zillow / InvestorLift scraper
"If you're looking for someone who can solve difficult scraping problems, bring fresh ideas, and deliver outstanding results, Shah is the developer you want. I would work with him again without hesitation."
Verified Upwork client
Python web scraping developer
May – Jul 2025
Client review · May – Jul 2025
Upwork review: Python web scraping developer
"Shah was fantastic! He worked quickly, communicated well, and exceeded my expectations."
Verified Upwork client
Web scraping Zillow & mortgage data (Python)
Jul – Aug 2022
Client review · Jul – Aug 2022
Upwork review: Web scraping Zillow & mortgage data (Python)
"The code quality is excellent, the documentation comprehensive, and the performance exceeds my expectations. Absolutely first-class — one couldn't have wished for better. Highly recommended for professional web scraping and API development."
edurdotninja · Germany
Web scraper + API with auth wall
1 year ago
Client review · 1 year ago
Upwork review: Web scraper + API with auth wall
"Great work beyond expectation. I highly recommend working with him for his knowledge and efficiency."
youhome24 · Belgium
Data scraping
7 months ago
Client review · 7 months ago
Upwork review: Data scraping
"Shah Hussain truly IMPRESSED me with his professionalism and mastery in data scraping. The delivery was made promptly and his quick responsiveness combined with a deep understanding of my needs made the collaboration seamless. HIGHLY RECOMMEND working with Shah!"
dlvertd · Slovakia
Data scraping
1 year ago
Client review · 1 year ago
Upwork review: Data scraping
Get in touch

Let's scope your project

Tell me what you’re trying to extract or what’s breaking. Available for one-time extractions and long-term maintained systems — full documentation and deployment included. Usually reply within a business day.

Quick channels
Email
shah@shahpy.dev
Upwork
Top Rated Plus · 100% JSS
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Free 30-min consultation
LinkedIn
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