
Amber Gillani
Level 2
Python Web Scraping, Audio Transcription, Door Hanger Design
Skills

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Portfolio
Work experience
Data Engineer
ScrapeWeb Inc. • Full-time
Dec 2022 - Present • 3 yrs 8 mos
Scalable Architecture: Designed and maintained 50+ automated ETL pipelines, processing over 15 million records monthly across various industries (Automotive, Real Estate, and E-commerce). Anti-Bot Navigation: Expert in bypassing complex security (Cloudflare, Akamai, CAPTCHAs) using advanced Selenium, Scrapy, and residential proxy rotation. Data Integrity: Implemented automated validation scripts that reduced data entry errors by 35%, ensuring 99.9% accuracy in vehicle fitment and pricing databases. Performance Optimization: Refactored legacy Python scripts to utilize multi-threading and asynchronous processing (Asyncio), cutting data collection time by 60%. Database Management: Architected relational schemas in PostgreSQL and MongoDB to handle complex nested data (like OEM vs. optional tire sizes) for high-traffic retail platforms.
133 Reviews
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Rating Breakdown
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craigoro

United States
Amber was efficient, responsive and professional. She did a fantastic job on my transcription project. She followed instructions perfectly and I was very happy with the outcome. I will have more transcriptions needed and look forward to hiring her again soon!
keithcooper899
Repeat Client

United States
I've worked with Amber several times, she continually exceeds my expectations. I've used several other vendors previously and would highly recommend anyone considering transcription services to contact her. She goes above and beyond. I'll absolutely be sending more work to Amber.

freeraymedia
Repeat Client

United States
Amber Gillani from scrapeweb delivered all of my transcripts in great detail and precise structure. Gave what I needed to further along the process of several media projects. I recommend her transcribing services if you need your interviews and/or audio recordings all set to go.
keithcooper899
Repeat Client

United States
Once again, a great product by someone who understand the importance of getting the translation right the first time. I've used her several times before and there is a reason I keep coming back to use her professional services, she's great at what she does.
ericghorne

United States
Amber is fantastic to work with!!! She handled my web scraping request promptly and addressed all of my follow-up questions throughout the project.

