dataset-profiling
Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift
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Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift
Model card generation expertise — auto-generates Model Cards covering intended use, limitations, and training data provenance per the HuggingFace and Mitchell et al. standard
Prompt-engineering expertise for designing test cases, edge cases, adversarial inputs, and iterating on prompts based on eval results
Skill and prompt benchmarking expertise for measuring latency, accuracy, token cost, and token-budget compliance across variants
Client management expertise for interior design proposals, scope management, and project communication
Interior design expertise for space planning, material specification, and design documentation
Shot composition guidance, album narrative structure, and brand photography direction
Competitive intelligence for AI product launches — auto-activates when benchmarking AI features, pricing, or positioning
Ingest AI-system incident reports, cluster failure patterns, and generate FDA/EU-style remediation recommendations
Auto-detect EU AI Act Annex III categories and US-state high-risk equivalents for any described AI system
Current AI regulatory landscape — EU AI Act, FINRA, FDA, US state AI laws — and client-system exposure mapping
Estimating, scheduling, building codes, safety protocols, permitting, and project controls
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