Scott McKean
Community@scotthmckean · Calgary, Alberta
Subsurface Data Scientist | Rocks, Repos, and Regressions
Agent Skills by Scott McKean
Showing 32 vetted skills indexed across 2 GitHub repositories.
ScottHMcKeananalyze-mlflow-trace
Analyze MLflow traces to inspect state, spans, inputs, outputs, and assessments.
ScottHMcKeandatabricks-docs
Fetch the Databricks documentation index from llms.txt for reference.
ScottHMcKeananalyzing-mlflow-trace
Analyze MLflow trace JSON to identify root causes of errors.
ScottHMcKeananalyzing-mlflow-session
Reconstruct multi-turn MLflow chat conversations from trace data to pinpoint error origins.
ScottHMcKeandatabricks-config
Configure Databricks authentication profiles for Connect, CLI, and SDK.
ScottHMcKeandatabricks-spark-structured-streaming
Build Spark Structured Streaming pipelines with Kafka ingestion and Delta Lake writes.
ScottHMcKeanspark-python-data-source
Develop custom Apache Spark data source connectors using the PySpark DataSource API.
ScottHMcKeandatabricks-model-serving
Deploy and query ML models and GenAI agents on Databricks Model Serving endpoints.
ScottHMcKeandatabricks-dbsql
Guide Databricks SQL advanced features including scripting, stored procedures, and materialized views.
ScottHMcKeandatabricks-python-sdk
Manage Databricks resources via Python SDK, Connect, CLI, and REST API.
ScottHMcKeansearching-mlflow-docs
Retrieve MLflow documentation for LLM and GenAI features from official docs.
ScottHMcKeandatabricks-vector-search
Create and query Databricks Vector Search indexes for RAG applications.
ScottHMcKeandatabricks-genie
Create and query Databricks Genie Spaces for natural language SQL exploration.
ScottHMcKeanmlflow-onboarding
Identify MLflow use cases and recommend quickstart tutorials.
ScottHMcKeandatabricks-app-python
Develop and deploy Python web apps on Databricks with Dash, Streamlit, Flask, FastAPI, Gradio, and Reflex.
ScottHMcKeanquerying-mlflow-metrics
Fetch aggregated trace metrics from MLflow tracking servers.
ScottHMcKeandatabricks-app-apx
Create full-stack Databricks applications with FastAPI and React using the APX framework.
ScottHMcKeandatabricks-zerobus-ingest
Build Zerobus Ingest clients for gRPC data ingestion into Databricks Delta tables.
ScottHMcKeandatabricks-jobs
Manage Databricks Jobs for orchestrating data workflows.
ScottHMcKeandatabricks-mlflow-evaluation
Evaluate and monitor Generative AI applications with MLflow.
ScottHMcKeaninstrumenting-with-mlflow-tracing
Instrument Python and TypeScript code with MLflow Tracing for AI observability.
ScottHMcKeanretrieving-mlflow-traces
Retrieve MLflow traces by ID or search with filters via CLI or Python API.
ScottHMcKeandatabricks-lakebase-autoscale
Manage Databricks Lakebase PostgreSQL autoscaling, branching, and scale-to-zero compute.
ScottHMcKeandatabricks-asset-bundles
Create and manage Databricks Asset Bundles for multi-environment deployments.