Gulbahar Karatas
Gülbahar is an AIMultiple industry analyst focused on web data collection, applications of web data and application security.
Professional experience
She previously worked as a marketer in U.S. Commercial Service.
Research interests
She is a frequent user of the products that she researches. For example, she is part of AIMultiple's web data benchmark team that has been annually measuring the performance of top web data infrastructure providers.
Education
Gülbahar has a Bachelor's degree in Business Administration and Management in 9 Eylul University.
Latest Articles from Gulbahar
How to Scrape Reviews for Free Using Python (No APIs)
This article shows how I scraped reviews from Google Play, Yelp, and Trustpilot using Python. Each platform required a different method: Learn how to handle anti-detection, parse customer review data, and save the scraped data in CSV, JSON, or export to a database like Google Sheets for data analysis.
Indeed Scraper: How to Extract Job Data & Top Scraping Services
Indeed offers APIs primarily for job posting and applicant tracking; however, obtaining large-scale job data often requires a robust Indeed scraper or a specialized scraping service. We’ll cover the tools and techniques for extracting valuable job postings, discuss ethical considerations like Indeed’s robots.
Should You Invest in Virgin Proxies in 2026?
The term “virgin proxy” is often marketed as a premium, unused proxy that has no prior links to suspicious or blacklisted activities. These proxies are attractive for users who prioritize privacy and want clean, reliable IP addresses.
Best Python Web Scraping Libraries: Selenium vs Beautiful Soup
Based on my over a decade of software development experience, including my role as CTO at AIMultiple, where I led data collection from ~80,000 web domains, I have selected the top Python web scraping libraries.
Firewall vs Proxy Firewall: Key Differences in Network Security
Both firewalls and proxy servers secure and manage network traffic, but their functions differ. Firewalls protect systems from malicious traffic and unauthorized access, while proxy servers manage client requests and ensure privacy. This article explores the key differences between firewalls and proxy servers, highlighting their distinct roles in securing and managing network traffic.
How to Design an AI Infrastructure & Key Components
AI infrastructure is the foundation of current AI applications, combining specialized hardware, software, and operating methods to meet AI needs. Businesses across various industries utilize it to integrate AI into products and processes, such as chatbots (e.g., ChatGPT), facial/speech recognition, and computer vision.
Best Social Media Proxies ['26]: Residential & Mobile Picks
Mobile (4G/5G) and residential proxies are the go-to options for scraping Instagram, TikTok, and LinkedIn, compared to datacenter IPs.
Oxylabs vs Bright Data: Features and Performance Compared
Oxylabs and Bright Data are data collection-focused web data platforms, offering products in the same domain, such as: If you’re in the market for a proxy/web data collection solution, you’re likely to come across these two vendors. So it’s important to understand Oxylabs vs.
Top 7 Craigslist Proxy Providers to Scrape Listings
Craigslist proxies are essential for anyone looking to post multiple ads across cities or scrape listings without getting blocked. Craigslist actively detects and bans suspicious IPs, making it nearly impossible to scale campaigns without the help of residential or ISP proxies.
Top 8 Network Segmentation Tools in 2026
Organizations typically operate within a combination of on-site, public cloud, and private cloud settings, each offering unique security features. The dynamic nature of cloud and hybrid environments complicates the application of static network segmentation strategies, which were better aligned with more stable, conventional network setups.
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