
Amber Gillani
Level 2
Data Engineering, Python Web Scraping, Audio and Video Transcription
Skills

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Portfolio
Werkervaring
Data Engineer
ScrapeWeb Inc. • Fulltime
Dec 2022 - Present • 3 yrs 5 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.
109 Reviews
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keithcooper899
Terugkerende klant

Verenigde Staten
Amber did a wonderful job interpreting and translating what I had on my audio files. As a published author, always on the road, I often dictate my thoughts into my phone sometimes while driving, sometimes while flying. Its great to know Amber can put those thoughts into words inserting proper grammar when required.
Reactie van de freelancer
lhvananh
Terugkerende klant

Ierland
Communication was smooth and effective. I had quite an urgent piece, and she delivered within around 7 hours, which I deeply appreciate. The transcription was formatted beautifully, and since I required full verbatim, that was handled well too. Everything came out clear and great!
Reactie van de freelancer
lhvananh
Terugkerende klant

Ierland
I ordered a full verbatim transcription, and she delivered exactly that with great attention to detail. The turnaround time was very fast, and the overall quality was excellent!
keithcooper899
Terugkerende klant

Verenigde Staten
This is my second time working with Amber. Super proactive and I have found that transcriptions have saved me a tremendous amount of time.
garyshaas

Verenigde Staten
Honestly I am amazed by the quality of data received as it involves extra included columns beyound my requirements. Excellent work by Amber.


