Sedat Dogan
Technical focus
Sedat is a daily user of the products that he technically reviews. As part of his role at AIMultiple, he oversees the collection of numerous public data points on more than 80,000 B2B technology vendors using proxy, web scraping and web unblocker solutions from multiple providers.Sedat is also the technical lead for running AIMultiple proxy and web unblocker benchmarks that measures the performance of top web data infrastructure providers annually.
In addition, he designs and conducts AI benchmarks to evaluate the efficiency, scalability, and accuracy of leading artificial intelligence solutions.
Professional experience
Currently, Sedat is the CTO at AIMultiple.He is also a board advisor at
- a VC investing in early-stage technology firms
- Ödeal, a regional digital payment platform serving 125,000 merchants with its POS solutions.
Previously, he worked as
- CTO at Bionluk, an online marketplace for freelancers
- CTO at Expertera, a global expertise platform
- CEO of a cybersecurity services provider
- CTO and co-founder at a social network
He has 20 years of experience as a white-hat hacker and development guru focused on programming languages and server architectures.
He directed and secured the technological infrastructure and cybersecurity operations of the last seven national elections in his country.
He has also been recognized in the cybersecurity Hall of Fame by global technology leaders including Twitter.
Education
Sedat holds dual bachelor's degrees in engineering from Yıldız Teknik Üniversitesi.Latest Articles from Sedat
Multi-GPU Benchmark: B200 vs H200 vs H100 vs MI300X
For over two decades, optimizing compute performance has been a cornerstone of my work. We benchmarked NVIDIA’s B200, H200, H100, and AMD’s MI300X to assess how well they scale for Large Language Model (LLM) inference. Using the vLLM framework with the meta-llama/Llama-3.1-8B-Instruct model, we ran tests on 1, 2, 4, and 8 GPUs. We analyzed…
GPU Concurrency Benchmark: H100 vs H200 vs B200 vs MI300X
I have spent the last 20 years focusing on system-level computational performance optimization. We benchmarked the latest NVIDIA GPUs, including the NVIDIA’s H100, H200, and B200, and AMD’s MI300X, for concurrency scaling analysis. Using the vLLM framework with the gpt-oss-20b model, we tested how these GPUs handle concurrent requests, from 1 to 512. By measuring…
Top 4 Vulnerability Management Tools
We benchmarked four leading vulnerability management tools across 11 dimensions. The results reveal a market where “vulnerability management” means four different things to four vendors. Some build CVE-first detection pipelines; others track patch availability as a proxy for risk; one explicitly delegates scanning to third-party tools. Detection latency: A known-vulnerable binary was installed on a…
Top 11 XDR Solutions Comparison and Features
We researched 11 XDR solutions, verifying vendor claims against official product documentation, MITRE ATT&CK evaluation results, and customer deployments. From that pool, we selected 5 for hands-on benchmarking, deploying each to dedicated Windows Server 2022 endpoints and a Linux VM pool, running 30 test cases across 8 categories. See our analysis on value and performance…
MongoDB Monitoring: SolarWinds vs New Relic vs Datadog
We installed SolarWinds, Datadog, and New Relic on clean systems running MongoDB 7.0 to test. We went through each tool’s complete setup process, documenting every step and roadblock. You can also see how these platforms monitor MySQL and our test environment and methodology SolarWinds finished the MongoDB integration in under 5 minutes. Solarwinds opens with…
MySQL Monitoring: SolarWinds vs New Relic vs Datadog
We installed three database monitoring platforms on a clean system running MySQL to see how they handle database monitoring from scratch. We examined: Ease of setup, onboarding experience, agent resource consumption, accuracy in metric measurement and effectiveness of their alerting systems’ notifications when issues arise under real-world database workloads. See our complete MySQL test methodology…
Top Cloud Object Storage Tools: Results & Comparison
We tested five cloud object storage providers IONOS, Amazon S3, Backblaze B2, Cloudflare R2, and DigitalOcean Space across performance, features, and pricing. All tests ran from Europe against each provider’s EU-region endpoint. Upload Throughput (MB/s): higher is better S3 and DigitalOcean trade the lead depending on file size. R2 and B2 are consistently the weakest…
Cron Alternatives: Top Picks That Outperform
As a technology and information security professional, I have been using cron across system administration, data processing, and security monitoring for the past 20 years. For example, at AIMultiple, we use crontab to orchestrate ~20 cron jobs that run every minute and ~30 less frequent jobs. Based on these experiences, I compiled the most effective…
WAF Solutions: Benchmark-Based Comparison
With two decades of industry experience and market data showing that nearly half of breaches begin with web applications, we manually tested three leading WAFs (Cloudflare, Imperva, Barracuda) against real attack traffic by creating a test site and targeting it with common web threats, broken access control, injection, and vulnerable and outdated components. See a…
Best LinkedIn Proxies: Automation & Scraping
We benchmarked different proxy types for LinkedIn scraping and account management. A proxy alone won’t keep a LinkedIn account safe. Success comes from slow, human-like actions, one high-quality residential or mobile proxy per account, and avoiding aggressive automation. The providers below are compared for general proxy capabilities and lawful, authorized use cases. Bright Data offers…
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