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Data & AI

Expert in building scalable ML infrastructure and automation pipelines across cloud platforms. Covers the complete MLOps lifecycle including pipeline orchestration, experiment tracking, model versioning, and CI/CD for models. Useful for tasks involving production ML systems, model deployment, and workflow automation.

Data & AI

Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.

Data & AI

Assess portfolio risk using neural-trader: VaR, CVaR, Sharpe, position sizing, and circuit breakers.

Data & AI

Create interactive map visualizations and export standalone HTML using the keplergl Python package.

Data & AI

Searches Reddit, X/Twitter, and the web for recent opinions and sentiment on any topic, producing a structured report with consensus findings, pain points, and signal confidence.

Data & AI

Classifies stablecoins to override default resilience sub-factor scores (chainRisk, collateralQuality, custodyModel) when the default inference is incorrect. Useful after adding new stablecoins or auditing existing scores for accuracy.

Data & AI

Generate a comprehensive shift handoff report for a beverage bottling site, including OEE, SPC analysis, and equipment states.

Data & AI

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use for data pipelines, workflow orchestration, and batch jobs.

Data & AI

Fast, calibration-free weight quantization for LLMs with multiple backends. Supports 8/4/3/2/1-bit precision and integrates with HuggingFace and vLLM.

Data & AI

Automated skill for generating Plotly charts. Provides step-by-step guidance and production-ready code.

Data & AI

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

Data & AI

Permanently deletes all session data and knowledge base for context mode, with project or session scope.