Data & AI skills

Access NCI Imaging Data Commons for medical imaging datasets

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Hypothesis generation from scientific literature and data patterns

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Genomic interval machine learning for regulatory element analysis

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Flow cytometry data file parsing and analysis

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Automated exploratory data analysis with statistical summaries and visualizations

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Integration with DNAnexus genomics data analysis platform

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Financial data aggregation and economic indicator analysis

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Access Cancer Dependency Map project data for functional genomics

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Tools for deep-sequencing data analysis and visualization

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Parallel and distributed computing for large-scale data processing

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Geospatial data analysis and visualization with GeoPandas

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Create data-driven scientific infographics and visual summaries

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Access Federal Reserve Economic Data (FRED) time series

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Generate structured clinical reports from patient and study data

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Access and analyze the CZ CELLxGENE Census single-cell data

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Astronomical computations, coordinate transforms, and celestial data analysis

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Annotated data matrix operations for single-cell genomics using AnnData

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Time series analysis and temporal pattern detection for scientific data

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Financial market data retrieval and analysis via Alpha Vantage API

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Optimizes PostgreSQL queries, configures replication, implements advanced features including EXPLAIN analysis, JSONB operations, extension usage, and VACUUM tuning.

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Optimizes SQL queries, designs database schemas, troubleshoots performance with window functions, CTEs, indexing strategies, and query plan analysis across database dialects.

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Designs production-grade RAG systems with document chunking, embedding generation, vector store configuration, hybrid search pipelines, reranking, and retrieval quality evaluation.

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Writes, refactors, and evaluates prompts for LLMs generating optimized templates, structured output schemas, evaluation rubrics, and test suites.

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Performs pandas DataFrame operations for data analysis, manipulation, transformation, time series analysis, merging, aggregation, and performance optimization.

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