Hire the Best Data Scrapers
in Pakistan

Looking for 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀? ✔ Need to convert Large websites into structured data? ✔ Want to extract data from 𝗰𝗼𝗺𝗽𝗹𝗲𝘅, 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁-𝗵𝗲𝗮𝘃𝘆 sites? ✔ Looking for data to 𝗽𝗼𝘄𝗲𝗿 your business analysis? ✔ Need real-time data for 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗼𝗿 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 or 𝗽𝗿𝗶𝗰𝗲 𝗰𝗼𝗺𝗽𝗮𝗿𝗶𝘀𝗼𝗻? ✔ Want clean, ready-to-use datasets for your ML projects? I build scalable 𝗣𝘆𝘁𝗵𝗼𝗻 𝗗𝗮𝘁𝗮 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 that extract clean, accurate dataset using 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴, 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻, 𝗗𝗮𝘁𝗮 𝗠𝗶𝗻𝗶𝗻𝗴, 𝗔𝗣𝗜𝘀, 𝗦𝗰𝗿𝗮𝗽𝘆, 𝗦𝗲𝗹𝗲𝗻𝗶𝘂𝗺, 𝗣𝘆𝗗𝗼𝗹𝗹, 𝗣𝗹𝗮𝘆𝘄𝗿𝗶𝗴𝗵𝘁, 𝗕𝗿𝗼𝘄𝘀𝗲𝗿 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, 𝗣𝗿𝗼𝘅𝘆 𝗥𝗼𝘁𝗮𝘁𝗶𝗼𝗻, 𝗖𝗔𝗣𝗧𝗖𝗛𝗔 Bypass, and 𝗥𝗲𝗮𝗹-𝗧𝗶𝗺𝗲 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 even for complex, 𝗹𝗼𝗴𝗶𝗻-𝗯𝗮𝘀𝗲𝗱 and 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁-𝗵𝗲𝗮𝘃𝘆 websites like 𝗲-𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗲, 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲, 𝗕𝗲𝘁𝘁𝗶𝗻𝗴 𝗢𝗱𝗱𝘀, 𝗩𝗲𝗵𝗶𝗰𝗹𝗲 𝗺𝗮𝗿𝗸𝗲𝘁𝗽𝗹𝗮𝗰𝗲𝘀, and 𝗕2𝗕 𝗹𝗲𝗮𝗱 𝗱𝗮𝘁𝗮, all integrated directly into MongoDB, PostgreSQL, MySQL, Redis, Supabase, Airtable, or any database you use. With 6+ 𝘆𝗲𝗮𝗿𝘀 of experience and 1000+ completed scraping, automation, and data processing projects, I deliver reliable pipelines that run 24/7 without breaking. 𝙆𝙚𝙮 𝙎𝙠𝙞𝙡𝙡𝙨: ✅𝗣𝘆𝘁𝗵𝗼𝗻: Proficient in Python programming for web scraping, automation, web-apps, and desktop-based apps. ✅𝗦𝗰𝗿𝗮𝗽𝘆: Expert in using the Scrapy framework for efficient web scraping. ✅𝗥𝗲𝗾𝘂𝗲𝘀𝘁𝘀: Skilled in making HTTP requests to interact with websites for data extraction. ✅𝗦𝗲𝗹𝗲𝗻𝗶𝘂𝗺: Experienced in automating web browsers for complex scraping and automation tasks. ✅𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻: Proficient in extracting data from various web structures and formats using Scrapy, Scrapling, requests, and many more. ✅𝗗𝗮𝘁𝗮 𝗦𝘁𝗼𝗿𝗮𝗴𝗲: Skilled in storing data in different formats and databases, including TXT, CSV, Excel, Google Sheets, Airtable, SQL(𝗦𝗤𝗟𝗶𝘁𝗲, 𝗠𝘆𝗦𝗤𝗟, 𝗣𝗼𝘀𝘁𝗴𝗿𝗲𝘀, 𝗦𝘂𝗽𝗮𝗯𝗮𝘀𝗲), NoSQL(𝗠𝗼𝗻𝗴𝗼𝗗𝗕, 𝗥𝗲𝗱𝗶𝘀), and JSON. ✅𝗗𝗮𝘁𝗮 𝗠𝗶𝗻𝗶𝗻𝗴: Capable of analyzing and extracting insights from large datasets. ✅𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴: Skilled in obtaining data from the internet efficiently. ✅𝗪𝗲𝗯 𝗖𝗿𝗮𝘄𝗹𝗲𝗿𝘀: Proficient in developing bots to traverse websites and collect data. ✅𝗟𝗲𝗮𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻: Experienced in extracting leads from websites for marketing purposes. ✅𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Streamline processes and improve efficiency through Selenium/playwright/pydoll automation. ✅𝗔𝗣𝗜: Connect and extract data from various publicly and officially available APIs efficiently. ✔ 𝗪𝗵𝘆 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗣𝗿𝗲𝗳𝗲𝗿 𝗠𝘆 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 I don’t just “𝗯𝘂𝗶𝗹𝗱 𝘀𝗰𝗿𝗮𝗽𝗲𝗿𝘀.” I build data engines that save time, 𝗶𝗻𝗰𝗿𝗲𝗮𝘀𝗲 𝗿𝗲𝘃𝗲𝗻𝘂𝗲, and automate what your team is doing manually. Whether you need real estate property feeds, Amazon price monitoring, lead extraction, sportsbook odds scraping, or large-scale datasets for analytics, you get clean, structured data optimized for business use. 🚀 𝗥𝗲𝗮𝗹-𝗪𝗼𝗿𝗹𝗱 𝗣𝗼𝗿𝘁𝗳𝗼𝗹𝗶𝗼 (𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆-𝗦𝗽𝗲𝗰𝗶𝗳𝗶𝗰 𝗥𝗲𝘀𝘂𝗹𝘁𝘀) 🎯𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆 1: 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 (𝗠𝗟𝗦, 𝗭𝗶𝗹𝗹𝗼𝘄, 𝗥𝗲𝗮𝗹𝘁𝗼𝗿) Continuous data scraping from real estate websites of the USA, Romania, Hungary, and Spain. We extract all available data from each website and save it in a PostgreSQL database. 🎯𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆 2: 𝗘𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗲 𝗣𝗿𝗶𝗰𝗲 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 (𝗡𝗭𝗙𝗮𝗿𝗺𝗦𝗼𝘂𝗿𝗰𝗲, 𝗙𝗮𝗿𝗺𝗟𝗮𝗻𝗱𝘀, 𝗣𝗚𝗚 𝗪𝗿𝗶𝗴𝗵𝘁𝘀𝗼𝗻 𝗡𝗭) Built a Scrapy + rotating proxies system tracking 11k+ SKUs → helped client to set their margins and increase their sales. 🎯𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆 3: 𝗟𝗲𝗮𝗱 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 & 𝗘𝗻𝗿𝗶𝗰𝗵𝗺𝗲𝗻𝘁 (𝗬𝗲𝗹𝗽, 𝗬𝗲𝗹𝗹𝗼𝘄𝗣𝗮𝗴𝗲𝘀, 𝗚𝗼𝗼𝗴𝗹𝗲𝗠𝗮𝗽𝘀) Automated lead extraction + email enrichment → scaled outreach to 10,000+ verified leads 🎯𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆 4: 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 𝗳𝗿𝗼𝗺 𝗕𝗲𝘁𝘁𝗶𝗻𝗴 𝗪𝗲𝗯𝘀𝗶𝘁𝗲𝘀(𝗨𝗻𝗶𝗯𝗲𝘁, 𝗧𝗶𝗽𝗶𝗰𝗼, 𝗗𝗿𝗮𝗳𝘁𝗸𝗶𝗻𝗴, 𝗕𝗼𝘃𝗮𝗱𝗮) Extract data such as 1X2, over/under, and moneyline odds from 30+ sportsbook websites worldwide and save it in MongoDB for further analysis. In this, we integrate proxy-rotation middleware and an error notifier to detect errors as early as possible. ✔ 𝗪𝗵𝗮𝘁 𝗜 𝗱𝗲𝗹𝗶𝘃𝗲𝗿 ☑️ High-volume Scrapy/Playwright Scrapers ☑️ JavaScript & anti-bot protected Scraping ☑️ Proxies + fingerprint spoofing ☑️ Real-time dashboards & APIs ☑️ Lead scraping + enrichment systems ☑️ Daily/weekly automated reports ☑️ Cloud deployment (Scrapyd, Docker) Send me the website you want scraped + the database you use, and I’ll analyze it for free and show you the fastest, most scalable way to turn it into an automated data pipeline.

𝐒𝐭𝐨𝐩 𝐰𝐚𝐬𝐭𝐢𝐧𝐠 𝐭𝐢𝐦𝐞 𝐨𝐧 𝐝𝐞𝐚𝐝 𝐥𝐞𝐚𝐝𝐬. 𝐋𝐞𝐭'𝐬 𝐛𝐮𝐢𝐥𝐝 𝐚 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞 𝐨𝐟 𝐩𝐫𝐨𝐬𝐩𝐞𝐜𝐭𝐬 𝐰𝐡𝐨 𝐚𝐫𝐞 𝐚𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐫𝐞𝐚𝐝𝐲 𝐭𝐨 𝐛𝐮𝐲! Hi, I'm Ameer Ali. I bridge the gap between technical data management and high-converting sales outreach. With a BS in Information Technology (BSIT) and 5+ years of dedicated experience building targeted prospect lists. I know exactly how to track down the decision-makers your business needs. I don't just scrape data; I build clean, validated, and highly targeted prospect lists that protect your email sender reputation and boost your reply rates. My Expertise Includes: Targeted Prospect List Building: Extracting decision-makers (CEOs, Founders, VPs, Directors) based on your niche, location, and company size. B2B Lead Generation: Finding verified, active corporate emails and LinkedIn profiles. Data Cleaning & Validation: Multi-step verification to ensure zero fake emails and a low bounce rate. Web Research: Deep-dive internet research to collect accurate company intelligence. Tools & Technologies I Command: LinkedIn Sales Navigator Premium Email Verification & Scraping Tools Advanced MS Excel & Google Sheets (Data Filtering, Deduplication) If you are looking for a reliable data expert who delivers accuracy instead of just numbers, let's chat about your project requirements!

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.

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.

I am a dedicated professional with over 5 years of experience in 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 𝐋𝐞𝐚𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧, 𝐁𝟐𝐁 𝐋𝐞𝐚𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭, 𝐂𝐨𝐧𝐭𝐚𝐜𝐭 𝐋𝐢𝐬𝐭 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠, and 𝐃𝐚𝐭𝐚 𝐌𝐢𝐧𝐢𝐧𝐠. My expertise lies in delivering actionable insights and high-quality data that empower businesses to thrive. I am committed to solving complex challenges and achieving results on time. 𝐂𝐨𝐫𝐞 𝐂𝐨𝐦𝐩𝐞𝐭𝐞𝐧𝐜𝐢𝐞𝐬: ➤𝐁𝟐𝐁 𝐋𝐞𝐚𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧: Skilled in identifying and targeting potential clients to drive business growth. LinkedIn Lead Generation & Prospecting: Utilizing Premium LinkedIn Sales Navigator to uncover valuable leads. ➤𝐂𝐨𝐧𝐭𝐚𝐜𝐭 𝐋𝐢𝐬𝐭 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠: Creating comprehensive and accurate contact lists tailored to client needs. ➤𝐄𝐦𝐚𝐢𝐥 𝐋𝐢𝐬𝐭 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐕𝐞𝐫𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧: Proficient with tools like Seamless.ai, Snov.io, ZeroBounce, and NeverBounce to ensure data integrity. ➤𝐃𝐚𝐭𝐚 𝐄𝐧𝐭𝐫𝐲 & 𝐃𝐚𝐭𝐚 𝐌𝐢𝐧𝐢𝐧𝐠: Efficiently handling large volumes of data while maintaining accuracy. ➤𝐎𝐧𝐥𝐢𝐧𝐞/𝐖𝐞𝐛 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡: Conduct thorough research to gather insights and enhance lead quality. ➤𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠: Developing and managing databases for streamlined data access. ➤𝐃𝐚𝐭𝐚 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠 & 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧: Using advanced techniques to gather relevant information from various sources. ➤𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐄𝐱𝐜𝐞𝐥 𝐏𝐫𝐨𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲: Analyzing and presenting data effectively for informed decision-making . 𝐖𝐡𝐲 𝐂𝐡𝐨𝐨𝐬𝐞 𝐌𝐞? ➤𝐂𝐥𝐢𝐞𝐧𝐭-𝐂𝐞𝐧𝐭𝐫𝐢𝐜 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡: My goal is to exceed client expectations by providing timely and high-quality results. ➤𝐒𝐭𝐫𝐨𝐧𝐠 𝐖𝐨𝐫𝐤 𝐄𝐭𝐡𝐢𝐜: I am punctual, detail-oriented, and dedicated to building lasting professional relationships. ➤𝐀𝐝𝐚𝐩𝐭𝐚𝐛𝐢𝐥𝐢𝐭𝐲 & 𝐏𝐫𝐨𝐛𝐥𝐞𝐦-𝐒𝐨𝐥𝐯𝐢𝐧𝐠: I thrive in challenging environments, continuously learning and applying new strategies to deliver exceptional outcomes. I am available 24/7 via Upwork chat to discuss your project requirements. Let's collaborate to enhance your business and achieve your goals!

I help businesses collect, automate, and visualize data through web scraping, data pipelines, dashboards, and custom web applications. I'm Farhan, a Top Rated Python Data Specialist with 240+ completed projects and $60K+ earned on Upwork. I help businesses collect, organize, automate, and visualize data so they can make better decisions and save hundreds of hours of manual work. What I can help you with: 🔹 Web Scraping & Data Extraction Extract data from websites, marketplaces, directories, search engines, APIs, and dynamic JavaScript applications. Experienced with Scrapy, Selenium, Playwright, proxies, CAPTCHA handling, Cloudflare protection, and large-scale data collection. 🔹 Data Engineering & Automation Build automated data pipelines that collect, clean, validate, transform, and deliver data to CSV, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, REST APIs, and cloud storage. 🔹 Power BI Dashboards & Reporting Transform raw datasets into interactive dashboards and reports that help teams monitor performance, pricing, competitors, sales, operations, and market trends. 🔹 Django & Custom Internal Tools Develop lightweight Django applications, admin portals, reporting systems, and business dashboards tailored to your workflow. Recent Project Highlights: ✓ Extracted and processed 160,000+ Amazon product records for market analysis and competitive intelligence. ✓ Built competitor price monitoring systems for e-commerce brands with automated alerts and historical tracking. ✓ Developed large-scale real estate data pipelines covering property listings, sales history, and rental markets. ✓ Created Google Maps lead generation systems collecting business data across multiple cities and regions. ✓ Built custom dashboards and reporting platforms for agencies, SaaS companies, and research teams. Why clients work with me: ✔ Clear communication and fast response times ✔ Clean, maintainable, production-ready code ✔ Honest timelines and realistic expectations ✔ Reliable long-term support after delivery ✔ Focus on business outcomes, not just technical implementation If you have a project involving web scraping, automation, data pipelines, dashboards, or custom Python development, send me a message and let's discuss how I can help.