Saman Shabani
PhD Student in Civil Engineering, Texas A&M University
“Classical CFD Craftsman”
Saman Shabani's AI skills, scored on evidence
Nine AI capabilities, each rated 0–10 from public professional signals with the reason behind the rating.
No evidence you use AI tools; possible as a PhD student but profile shows no ChatGPT, Claude, etc.
Zero signal of reusable prompts or AI workflows—not part of your civil engineering research.
No coding projects or prototypes with AI tools; profile purely academic civil engineering.
No LLM APIs, scripts, or data pipelines—no sign of AI integration in your CFD work.
No agents, tool calling, or RAG—far outside your current research scope.
No AI features shipped to users—purely academic with no product experience.
No fine-tuning, embeddings, or synthetic data—not part of your CFD modeling.
No vector DBs, GPU optimization, or LLMOps—irrelevant to water resources engineering.
You do CFD research, not AI research—no ML model training or AI publications.
Where Saman has worked
See everyone else we have scored at Texas A And M University, University Of Alberta.
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