Web Scraping, Crawling & Data Extraction Done RightMarc Brown
Need structured data you can actually use without brittle scripts or legal headaches?
I build reliable, compliance-aware scrapers that extract, clean, and deliver data in the exact format your team needs.
From product catalogs and pricing to real-estate listings and lead data, I focus on accuracy, scale, and maintainability so your pipeline keeps running.
What's included
Deliverable 1: Discovery & Data Map
We define targets, fields, frequency, volume, and delivery format. I create a clear data spec (schema + sample rows) before a single request is sent.
Deliverable 2: Robust Scraper/Crawler Build
Production-grade scraper using Python + Playwright/Selenium/Requests with smart retries, backoff, session management, and anti-bot strategies (rotating proxies, headless browsers, request fingerprinting).
Deliverable 3: Data Cleaning & Normalization
Deduping, field validation, type casting, currency/units normalization, and light enrichment (e.g., geocoding, category mapping) so data is analysis-ready.
Deliverable 4: Exports & Delivery
Delivery as CSV/JSON/Parquet, pushed to S3/Google Drive/FTP/Email or a database (PostgreSQL/MySQL). Includes sample dashboard/notebook if helpful.
Deliverable 5: Scheduling, Logs & Monitoring
Automated runs (cron/GitHub Actions/Airflow), run logs, alerting on failures, and simple status reports so you can trust the pipeline.
Optional Add-ons
- Headless browser captcha solving (where permitted) and residential proxy setup
- API fallback/augmentation when a first-party endpoint exists
- Lightweight admin dashboard to view last run, counts, and download files
- ETL to your warehouse (BigQuery/Redshift/Snowflake)
- Ongoing maintenance SLA (site changes, selector drift, proxy rotation)
FAQs
Starting at$50 /hr
Tags
BeautifulSoup
Python
Scrapy
TensorFlow
Data Engineer
Data Scraper
Service provided by
Marc Brown proElizabeth, USA
- $10k+
- Earned
- 12
- Paid projects
- 4.95
- Rating
- 289
- Followers
Web Scraping, Crawling & Data Extraction Done RightMarc Brown
Need structured data you can actually use without brittle scripts or legal headaches?
I build reliable, compliance-aware scrapers that extract, clean, and deliver data in the exact format your team needs.
From product catalogs and pricing to real-estate listings and lead data, I focus on accuracy, scale, and maintainability so your pipeline keeps running.
What's included
Deliverable 1: Discovery & Data Map
We define targets, fields, frequency, volume, and delivery format. I create a clear data spec (schema + sample rows) before a single request is sent.
Deliverable 2: Robust Scraper/Crawler Build
Production-grade scraper using Python + Playwright/Selenium/Requests with smart retries, backoff, session management, and anti-bot strategies (rotating proxies, headless browsers, request fingerprinting).
Deliverable 3: Data Cleaning & Normalization
Deduping, field validation, type casting, currency/units normalization, and light enrichment (e.g., geocoding, category mapping) so data is analysis-ready.
Deliverable 4: Exports & Delivery
Delivery as CSV/JSON/Parquet, pushed to S3/Google Drive/FTP/Email or a database (PostgreSQL/MySQL). Includes sample dashboard/notebook if helpful.
Deliverable 5: Scheduling, Logs & Monitoring
Automated runs (cron/GitHub Actions/Airflow), run logs, alerting on failures, and simple status reports so you can trust the pipeline.
Optional Add-ons
- Headless browser captcha solving (where permitted) and residential proxy setup
- API fallback/augmentation when a first-party endpoint exists
- Lightweight admin dashboard to view last run, counts, and download files
- ETL to your warehouse (BigQuery/Redshift/Snowflake)
- Ongoing maintenance SLA (site changes, selector drift, proxy rotation)
FAQs
$50 /hr