Viktoria Semaan (@viktoriasemaan) on YouTube

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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.

Observed facts (from the public profile):

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 (AI-inferred)

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

Provenance: inferred by AI from public content, not stated by the creator — confidence 0.40 · read from 7 recent posts · updated 53 days ago.

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 the inference above was drawn from)

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 among comparable accounts

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Machine-readable representations

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• /kol/youtube/viktoriasemaan.json
• /kol/youtube/viktoriasemaan.md

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