Automated Data Collection & Migration Systemsami Khwaja
Need to extract data from websites, legacy systems, or APIs? I'll build you a custom scraping/migration system that runs on autopilot—no manual work required.
I've built scrapers for healthtech startups, property services, and transportation companies. Systems collect 1,000-10,000+ records daily with 99%+ accuracy.
Perfect for:
→ Competitive intelligence (pricing, products, reviews)
→ Lead generation (contact scraping from B2B directories)
→ Legacy system data extraction (old databases - modern cloud)
→ Multi-platform consolidation (aggregate data from 5+ sources)
→ Real-time data monitoring (price tracking, inventory updates)
What You'll Receive:
→ Production-ready scraping system (GitHub repo)
→ Complete documentation (setup guide, API reference)
→ Data samples (CSV/JSON examples)
→ AWS deployment (or your preferred cloud)
→ Monitoring dashboard (uptime, error rates)
What's included
Custom scraping scripts
Built specifically for your data sources and use case. Not templates - fully custom scripts designed for your exact requirements, whether scraping websites, APIs, or legacy databases.
Data cleaning & transformation pipeline
Raw web data is messy. I'll build automated cleaning processes that handle duplicates, formatting issues, and inconsistencies—delivering clean, structured data ready for your use.
Scheduled automation (daily/weekly runs)
Set your preferred schedule (hourly, daily, weekly) and the system runs automatically. No manual intervention needed—data appears in your system on schedule, every time.
Error monitoring + alerts
Automated monitoring detects issues before they become problems. You'll receive Slack/email alerts if scraping fails, so you can address issues immediately instead of discovering stale data weeks later.
Documented API for your team
Complete technical documentation so your developers can integrate the scraped data into your applications. Includes API reference, code examples, and data schema definitions.
AWS Lambda deployment (serverless)
Your scraper runs on serverless infrastructure—no servers to manage, no uptime worries, minimal cost. Pay only for execution time (typically £5-20/month vs £100+ for traditional servers).
30-day bug fix guarantee
If anything breaks or needs adjustment in the first 30 days after delivery, I'll fix it at no additional cost. After that, optional maintenance covers ongoing updates.
FAQs
Yes, when done properly. I ensure compliance with robots.txt,
rate limits, and local data protection law.
Included: 30 days of free fixes.
A maintenance package is available for ongoing updates and monitoring.
Yes. I use Selenium/Puppeteer for dynamic content that requires
browser rendering.
CSV, JSON, SQL database, or direct API—your choice.
Contact for pricing
Tags
BeautifulSoup
Puppeteer
Python
Scrapy
Selenium
Data Engineer
Data Scraper
Service provided by
sami Khwaja London, UK
- 1
- Followers
Automated Data Collection & Migration Systemsami Khwaja
Contact for pricing
Tags
BeautifulSoup
Puppeteer
Python
Scrapy
Selenium
Data Engineer
Data Scraper
Need to extract data from websites, legacy systems, or APIs? I'll build you a custom scraping/migration system that runs on autopilot—no manual work required.
I've built scrapers for healthtech startups, property services, and transportation companies. Systems collect 1,000-10,000+ records daily with 99%+ accuracy.
Perfect for:
→ Competitive intelligence (pricing, products, reviews)
→ Lead generation (contact scraping from B2B directories)
→ Legacy system data extraction (old databases - modern cloud)
→ Multi-platform consolidation (aggregate data from 5+ sources)
→ Real-time data monitoring (price tracking, inventory updates)
What You'll Receive:
→ Production-ready scraping system (GitHub repo)
→ Complete documentation (setup guide, API reference)
→ Data samples (CSV/JSON examples)
→ AWS deployment (or your preferred cloud)
→ Monitoring dashboard (uptime, error rates)
What's included
Custom scraping scripts
Built specifically for your data sources and use case. Not templates - fully custom scripts designed for your exact requirements, whether scraping websites, APIs, or legacy databases.
Data cleaning & transformation pipeline
Raw web data is messy. I'll build automated cleaning processes that handle duplicates, formatting issues, and inconsistencies—delivering clean, structured data ready for your use.
Scheduled automation (daily/weekly runs)
Set your preferred schedule (hourly, daily, weekly) and the system runs automatically. No manual intervention needed—data appears in your system on schedule, every time.
Error monitoring + alerts
Automated monitoring detects issues before they become problems. You'll receive Slack/email alerts if scraping fails, so you can address issues immediately instead of discovering stale data weeks later.
Documented API for your team
Complete technical documentation so your developers can integrate the scraped data into your applications. Includes API reference, code examples, and data schema definitions.
AWS Lambda deployment (serverless)
Your scraper runs on serverless infrastructure—no servers to manage, no uptime worries, minimal cost. Pay only for execution time (typically £5-20/month vs £100+ for traditional servers).
30-day bug fix guarantee
If anything breaks or needs adjustment in the first 30 days after delivery, I'll fix it at no additional cost. After that, optional maintenance covers ongoing updates.
FAQs
Yes, when done properly. I ensure compliance with robots.txt,
rate limits, and local data protection law.
Included: 30 days of free fixes.
A maintenance package is available for ongoing updates and monitoring.
Yes. I use Selenium/Puppeteer for dynamic content that requires
browser rendering.
CSV, JSON, SQL database, or direct API—your choice.
Contact for pricing