Viktoria Semaan (@viktoriasemaan) on YouTube

Viktoria Semaan is a creator on YouTube in the 1K–2K follower range, publishing for AI developers and engineers focused on model selection, hardware infrastructure, and cloud-based AI implementations, based in United States. Profile last checked 2026-08-31.

| Field | Value |

| --- | --- |

| Platform | YouTube |

| Handle | @viktoriasemaan |

| Followers | 1K–2K |

| Indexed under | Software · AI tools / agents |

| Market | United States |

| Audience function | developers |

Profile bio

I'm Viktoria Semaan, Principal Technical Evangelist at Databricks and former Senior Developer Advocate at AWS. I've spent years ...

What this creator posts about, and who reads it

Recurring topics: AI model types and licensing differences, AI hardware accelerators (CPU/GPU/TPU/NPU), Practical AI skills and mastery, AWS and Bedrock agent implementations with Terraform, AI environmental/resource impacts, AI model limitations and fixes

Audience: AI developers and engineers focused on model selection, hardware infrastructure, and cloud-based AI implementations

Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.

Recent content samples

What is the difference between proprietary, open weight and open source models?

Best Advice from Jensen Huang / NVIDIA CEO

AI Sycophancy Explained: Why ChatGPT might be lying and how to fix it

Skills you need for AI mastery

Where this creator sits in the wider pool

Koinon Link indexes YouTube creators in Software with grade, authenticity and contactability broken down — see the YouTube × Software breakdown, or the Creator Index Report for the whole index.

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