Sundas Khalid

Data Science & AI Educator | ex-Google, Amazon | 1M+ followers

AI-Native Operator · 12 yrs experience · [object Object]

73AI Maxxing Score

AI Content Alchemist

Sundas Khalid's AI skills, scored on evidence

Nine AI capabilities, each rated 0–10 from public professional signals with the reason behind the rating.

AI-Native Productivity8/10

Daily AI tool use for content creation and analytics; educator with 380K students

Prompt Engineering & Workflows7/10

Crafts reusable prompts for educational content; teaches AI, likely advanced prompting

Vibe Coding & Prototyping2/10

No evidence of shipping apps with AI coding tools; not her focus

AI Application Integration4/10

As trained data scientist, likely uses LLM APIs occasionally, no explicit evidence

AI Automation & Agents1/10

No evidence of building multi-step AI agents

AI Product Implementation3/10

Contributed to consumer tech at Amazon, led analytics at Google; product-adjacent

Model Customization2/10

Data science background may include basic fine-tuning, no evidence shown

AI Infrastructure & LLMOps0/10

No infrastructure or LLMOps evidence

AI Research0/10

Not a researcher; no publications or novel architectures

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