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Data & AI

Provides architectural guidance for data lake design including partitioning strategies, storage layout, schema design, and lakehouse patterns.

Data & AI

Set up the Graphsignal Profiler for inference workloads — vLLM, SGLang, PyTorch. Use `graphsignal-run` or `graphsignal.watch()` for GPU profiling, tracing, and monitoring.

Data & AI

Identify signed-up users matching the ideal customer profile but stalled, then draft personalized re-engagement outreach.

Data & AI

Predict persona performance in specific task contexts.

Data & AI

Designs data-quality monitoring for production data: six-dimension checks placed at the right pipeline stage, with severity, owner, failure action, SLAs, and incident routing. Produces monitor specs and quarantine policies.

Data & AI

Expert ML engineer specializing in production-ready machine learning systems. Masters modern ML frameworks, model serving, feature engineering, and ML infrastructure.

Data & AI

Generate publication-ready statistical tables using gt, kableExtra, or flextable. Covers descriptive statistics, regression results, ANOVA tables, correlation matrices, and APA formatting.

Data & AI

Generate publication-ready statistical tables using gt, kableExtra, or flextable. Covers descriptive statistics, regression results, ANOVA tables, correlation matrices, and APA formatting.

Data & AI

Integrates Gemini AI for generating project content (short/long descriptions, tags) via geminiService.ts. Helpful when adding AI features, applying rate limits (3 per draft, 10 per day), and following Korean-language prompting guidelines with a chef persona.

Data & AI

Audit QBO expenses for duplicates, missing FX rates, and unassigned vendors. Supports 90-day or full fiscal year mode.

Data & AI

Optimize GPU resource optimizer operations. Auto-activating skill for ML Deployment.

Data & AI

Build and apply lead scoring models combining firmographic fit, behavioral signals, and intent data for sales prioritization.