Hire the Best Data Scrapers

With 7+ years of experience, I'm Expert in Web Scraping, Data Engineer, AI/ML and Full-Stack Developer specializing in large-scale data extraction, automation, and pipeline engineering. I build robust, scalable systems that transform raw data into actionable insights. 💡 Core Expertise Web Scraping & Automation: Expert in bypassing anti-bot systems (CAPTCHA, rate limits, IP rotation) using Scrapy, BeautifulSoup, Selenium, Playwright, and rotating proxies. Automation & Workflow Engineering: Airflow, Prefect, Dagster, n8n, Zapier, Make, Power Automate, UiPath, Step Functions, Logic Apps, GCP Workflows, Business Process Automation, RPA, CI/CD, Jenkins, GitHub Actions, GitLab CI/CD, Monitoring & Alerting. Data Engineering: Designing and building scalable ETL/ELT pipelines for structured, semi-structured, and unstructured data using Apache Airflow, Apache Spark (PySpark), Pandas, Dask, Databricks, Snowflake, Apache Kafka, Apache Hive, Apache Hadoop, Delta Lake, Apache Iceberg, dbt, AWS Glue, Azure Data Factory, Google Cloud Dataflow, Apache NiFi, Trino, Presto, and Apache Beam. Experienced in data warehousing, data lakes, lakehouse architectures, data modeling, data transformation, data quality, data governance, batch and real-time processing, streaming data pipelines, orchestration, workflow automation, schema design, partitioning, optimization, and performance tuning. Proficient with cloud platforms including AWS, Azure, and GCP, S3, Redshift, EMR, Athena, Lambda, Azure Synapse Analytics, Azure Data Lake Storage, BigQuery, Cloud Storage, and Pub/Sub. Skilled in SQL, Python, data integration, data migration, CDC, metadata management, monitoring, CI/CD, Docker, Kubernetes, and modern data stack technologies. Backend Development: High-performance APIs and microservices with FastAPI, Django, Flask, and Celery for async task handling. AI/ML Integration: Leveraging NLP and LLMs (LangChain, Llama, NLTK) for data enrichment, classification, and intelligent automation. Cloud & DevOps: Deploying scalable scrapers and data workflows on AWS (Lambda, ECS, S3), GCP, Docker, and Kubernetes. 🛠️ Tech Stack Data & Scraping: ▸ Scrapy | Selenium | Playwright | Proxies (BrightData, ScraperAPI, etc) ▸ Pandas | PySpark | Apache Airflow | PostgreSQL | MongoDB | Redis Backend & Cloud: ▸ Python (FastAPI, Django, Flask) | Celery | RabbitMQ ▸ AWS (Lambda, ECS, RDS, S3) | GCP | Docker | Kubernetes AI/ML: ▸ NLP (NLTK, spaCy) | LLMs (LangChain, OpenAI, Llama) | Data Annotation Let's turn your data challenges into reliable, scalable solutions. Send me a message to discuss your project!

I turn court filings and public records into real estate leads — distress, ownership and foreclosure signals — before they hit the lists everyone else buys. If you source deals, monitor court filings, or need leads from public data across multiple counties, I build pipelines that pull from protected sources and keep running daily. And when standard tools or AI scrapers hit a wall — Akamai, Cloudflare, DataDome, reCaptcha — that anti-bot work is exactly what I've specialized in for years. I've spent 9+ years on Data Extraction & Pipelines (20+ in technology, with a network security background) getting data out of sources that don't want to give it up, and turning it into systems my clients run their businesses on: deal sourcing, lead generation, price monitoring, market intelligence. Clients usually come to me when: - They need court records or public data across multiple counties - They want ownership distress signals before competitors find them - They need public records turned into lead generation and skip tracing workflows - Their existing extraction process keeps breaking - They need to work with data on protected websites and anti-bot - The project needs ongoing monitoring, not a one-time export Where I'm genuinely hard to replace: Protected sites and hidden APIs. Akamai, Cloudflare, DataDome, PerimeterX, reCaptcha, device fingerprinting. Mobile and web reverse engineering to reach hidden APIs when the protocol allows it — direct platform connections over headless browsers. When standard web scraping tools and AI scrapers hit a wall, this is the work I've specialized in for years. And if a target is technically or legally not viable, I'll tell you that too, before you spend money. Court and government platforms. Tyler Odyssey, Socrata, Granicus, Laserfiche, CivicPlus, ArcGIS and a few dozen more I've already mapped. Here's the thing most people miss: what looks like hundreds of different government websites is usually a handful of underlying platforms. On a recent project, 250+ government sites came down to 10 integrations. Build the adapter once and the same system covers an entire state. Your project starts further ahead because of every project before it. Pipelines that stay alive. Monitoring, alerting, retries, data quality checks, AI-assisted classification where it makes sense. I've taken over plenty of projects where the previous solution worked great in the demo and died three weeks later. Selected work: - Court records pipeline detecting ownership distress signals across 225+ counties and courts, feeding real estate acquisition workflows - 100,000+ real estate listings deduplicated and merged with ownership, tax and valuation data for AVM workflows - 250+ government sites analyzed and reduced to 10 platform integrations - 96,000+ business entities extracted from government registries, classified by industry with LLMs, enriched with contact data - 5,000+ municipal meetings scraped and analyzed with AI keyword intelligence across five government platforms; adding a new jurisdiction requires zero code changes - 150,000+ grocery products monitored every 2-5 hours across major UK retailers - 125,000+ automotive parts synchronized daily from marketplaces protected by enterprise anti-bot systems Stack: Python, Playwright, Scrapy, FastAPI, PostgreSQL, MongoDB, JS/TS, LLM integration, OCR, document processing, ETL workflows. A note on how I prefer to work: the best results come from ongoing monitoring relationships, not one-off extractions. Sources change; a system someone maintains beats a deliverable someone forgets. I offer managed monitoring for clients who need continuous data, and fixed-scope builds when that's the better fit. Either way, you get working infrastructure with documentation, not a zip file with a script in it. If a source has been giving you trouble, send me the URL. I'll usually know within a day whether it's feasible and roughly what it takes. --- real estate data, property data, real estate leads, mls data, foreclosure data, court records monitoring, government data, municipal data, regulatory data, foia, competitor intelligence, data pipeline, automated data pipeline, scheduled extraction, data orchestration, proxy rotation, browser automation, python automation, data classification, data normalization, data enrichment, data validation, document extraction, structured data delivery, supabase, ai data processing, llm integration, demandstar, tyler odyssey, granicus, primegov, legistar, civicplus, agendacenter, civicclerk, escribe, agendalink, laserfiche, swagit, hyland onbase, iqm2, civicweb, boarddocs, diligent, revize, municode, destiny, veconnect, tyler energov, arcgis hub, ckan, accela, opengov, clerk of courts, property appraisers

👋 I’m Jahanzaib, a Web Scraping & Data Extraction Specialist with experience building fast and reliable scrapers using Python, Scrapy, Selenium, and Playwright. I deliver clean, structured data for data mining, lead generation, and also build Django dashboards to visualize and analyze the data efficiently. ⭐ What I Deliver ✅ Clean, structured, and ready-to-use datasets from any website ✅ Automated web scraping and data extraction pipelines (daily/weekly) ✅ Accurate data mining and data scraping at scale with proxy rotation & anti-bot bypass ✅ Lead generation data including emails, contacts, listings, pricing, and market trends ✅ Reliable data entry and processing for large datasets ✅ Custom Django dashboards to visualize and manage scraped data ⚡ Technical Strengths ⚡ CAPTCHA solving & anti-bot mitigation (2Captcha, OCR, smart retries) ⚡ Proxy rotation: residential, datacenter, and mobile for large-scale web scraping ⚡ Login automation, session handling, and authenticated data extraction ⚡ Rate-limiting, headless browsers, and fault-tolerant web crawlers ⚡ CSV/Excel/API outputs and cloud automation for data scraping pipelines 🔹 What I Can Scrape 🔹 E-commerce platforms (products, prices, competitors) 🔹 Real estate websites (properties, listings, trends) 🔹 Automotive listings (leads, inventory, market research) 🔹 B2B directories & lead generation websites 🔹 Custom portals, dashboards, and structured data sources 🚀 Let’s Work Together I provide professional web scraping, data extraction, data mining, web crawlers, lead generation, and automated data scraping pipelines. I can also build Django dashboards to display your data in a clean and actionable format. Share your requirements, and I’ll deliver accurate, timely, and structured data that helps your business grow.

Hi, I'm Saima Ali, a web scraping developer who builds clean, reliable scrapers in Python. I extract data from any website (including login-protected, dynamic, and JavaScript-heavy sites) and deliver it in CSV, Excel, JSON, or straight into your database. A past client wrote: "Do not hesitate to use this gem of a programmer. She knows her stuff inside out." That's the standard I aim for on every job. If you've been frustrated with scrapers that break after a week, miss data, or return messy files, I focus on the opposite: structured output, stable runs, and code you can actually maintain. What I can scrape for you: 1) E-commerce product data (Amazon, Shopify, eBay, AliExpress) — titles, prices, SKUs, variants, stock, images 2) Real estate listings (Zillow, Redfin, Realtor) — property details, prices, agent info 3) Lead generation data — emails, phone numbers, company info from directories and business listings 4) Social media data — Instagram, Twitter/X, TikTok, YouTube profiles and posts 5) Google Maps business scraping — name, address, phone, ratings, reviews 6) PDF and document extraction — catalogues, reports, invoices into structured tables 7) Login-protected and infinite-scroll sites — sites others say are "impossible" to scrape 8) Existing scraper fixes, debugging, and stabilization 9) Scheduled scrapers that run daily/weekly with monitoring and email alerts My toolkit: Python · Scrapy · Selenium · Playwright · BeautifulSoup · Requests · Pandas · XPath · CSS Selectors · JSON · CSV · Excel · MySQL · PostgreSQL · MongoDB · Proxies · Headless browsers · Cron jobs · API integration How I work: 1) You send me the site(s) and the data fields you need 2) I check the site and tell you honestly if it's possible, how long it'll take, and the cost 3) I build the scraper and send you a sample output for approval 4) I deliver the full data + the script (if you want it) so you can re-run it later 5) Free fixes for 7 days after delivery if anything breaks I work fast most small jobs delivered in 24–48 hours. I reply to messages quickly and I won't disappear mid-project. If I'm not the right fit for your project, I'll tell you upfront instead of wasting your time. Send me a message with the website link and the data fields you need. I'll reply within a few hours with a clear quote and timeline.

Struggling with websites that block your scraper? Need data collected automatically without doing it manually every day? Want your web scraping process to run faster and deliver cleaner results? I solve exactly these problems. Whether you need to extract thousands of records from complex sites, automate repetitive data collection, or build a system that monitors and alerts you when new data appears - I build it in Python and it runs on its own. What clients come to me for: — Sites blocking scrapers or showing CAPTCHAs — Data scattered across multiple sources that needs consolidating — Manual data collection eating up hours every week — Raw scraped data that's messy and needs cleaning — Need a REST API to deliver scraped data automatically Tools I use: Python · Playwright · BeautifulSoup · REST API · PostgreSQL · pandas · Apify · Google Sheets API 9 jobs completed · 5-star rated · 50,000+ records delivered · CAPTCHA-protected sites handled Send me your project and I'll tell you exactly how I'd solve it. Got a complex challenge? I offer a free 15-minute call before you commit to anything. — Aleko

Hi Clients 👋🏻, I help businesses generate high-quality B2B leads, data scraping, verified email addresses, decision-maker contacts, influencer lists, and targeted prospect lists to support sales growth and outreach campaigns. ➠ My expertise includes: ☑️ Lead Generation ☑️ Web Research ☑️ Email Finding ☑️ Prospect List Building ☑️ Data Extraction ☑️ Market Research ☑️ LinkedIn Research ☑️ Influencer Research (YouTube, Instagram, TikTok, Twitter/X) ➠ I've Strong Experience in These Areas: B2B Lead Generation | Company Research | CRM Data Entry | Data Cleaning | Data Collection | Data Entry | Data Enrichment | Data Extraction | Data Mining | Data Scraping | Email Finding | Email List Building | Email Lists | Google Docs | Google Sheets | Influencer Marketing | Influencer Research | Lead Generation | LinkedIn Lead Generation | LinkedIn Research | LinkedIn Sales Navigator | List Building | Market Research | Microsoft Excel | Online Research | Prospect List Building | Prospect Lists | Prospect Research | Real Estate Lead Generation | Sales Leads | Scraping | Social Media Marketing | Topic Research | Web Research | Web Scraping ➠ Also, I can help you scrape: ☑️ Yellow Pages Scraper: [Get any business information from Yelp or Yellow Pages] ☑️ Google Maps Scraper: [Collect accurate business data from different niches] ☑️ Website Scraper: [Extract data from any website or directory] ☑️ Social Media Scraper: [Gather influencers from Instagram, Facebook, YouTube, and Twitter/X] ☑️ Apollo Scraper: [Provide unlimited Apollo data based on your filters] ☑️ Custom Solutions: [Create custom data scraping methods tailored to your needs] ➠ Testimonials: "I’ve been on Upwork since 2016, and Shams is an absolute gem. For any data scraping project, I won’t go to anyone else on Upwork—he’s one of the best I’ve found on the platform, and I highly recommend his services." ⭐⭐⭐⭐⭐ (5/5) - Kiel, USA "Second time I hired Muhammad and I would hire him again should I need his services. Very attentive, punctual, and delivers what he promises. He's also demonstrated flexibility. All in all, great service!" ⭐⭐⭐⭐⭐ (5/5) - Ezequiel, Norway ➠ The Value I Deliver: ☑️ Access to top-quality provider tools ☑️ Available across different time zones for fast responses ☑️ Focus on quality over quantity ☑️ Deep experience in research with the ability to learn and adapt quickly ☑️ Committed to excellent accuracy and reliable results Let's discuss how my expertise can enhance your sales and business growth. 🚀 Feel free to reach out with any questions. I'm here to provide quick responses and effective solutions. 💬 Cheers, ⭐ 🗣️ Muhammad 𝙐𝙨𝙚 𝙩𝙝𝙚𝙨𝙚 𝙠𝙚𝙮𝙬𝙤𝙧𝙙𝙨 𝙩𝙤 𝙛𝙞𝙣𝙙 𝙢𝙚: Lead Generation, B2B Lead Generation, LinkedIn Lead Generation, Real Estate Lead Generation, Cold Calling Lead Generation, Sales Lead Generation, Email List Building, Contact List Building, Lead List Building, Real Estate List Building, Prospect List Building, Prospecting, Prospect Research, LinkedIn Prospecting, Email Prospecting, Lead Prospecting, Contact List Building, Influencer Research, Influencer Marketing, Influencer List Building, Influencer Outreach, Social Media Influencers, TikTok Influencers, Instagram Influencers, YouTube Influencers, Data Mining, Data Scraping, Data Entry, Data Entry Specialist, Company Research, Market Research, Web Scraping, Web Research, Online Research, Lead Research, Directory Scraping, Email Marketing, Email Sourcing, Email Finding & Verification, Sales Leads, Data Enrichment, CRM Data Entry, Lead Sourcing, LinkedIn Research, LinkedIn Sales Navigator, Virtual Assistant, Google Sheets, Microsoft Excel Expert.