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jeremylongshore

jeremylongshore

5299 Skills published on GitHub.

processing-computer-vision-tasks

'Process images using object detection, classification, and segmentation.

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preprocessing-data-with-automated-pipelines

'Process automate data cleaning, transformation, and validation for ML

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creating-data-visualizations

'Generate plots, charts, and graphs from data with automatic visualization

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splitting-datasets

'Process split datasets into training, validation, and testing sets for

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optimizing-deep-learning-models

'Optimize deep learning models using Adam, SGD, and learning rate scheduling

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setting-up-experiment-tracking

'Implement machine learning experiment tracking using MLflow or Weights

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engineering-features-for-machine-learning

'Execute create, select, and transform features to improve machine learning

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tuning-hyperparameters

'Optimize machine learning model hyperparameters using grid search, random

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adk-deployment-specialist

'Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages

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adk-engineer

'Execute software engineer specializing in creating production-ready

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gcp-examples-expert

'Generate production-ready Google Cloud code examples from official repositories

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genkit-production-expert

'Build production Firebase Genkit applications including RAG systems,

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adk-agent-builder

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vertex-agent-builder

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vertex-engine-inspector

'Inspect and validate Vertex AI Agent Engine deployments including Code

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validator-expert

'Validate production readiness of Vertex AI Agent Engine deployments

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local-tts

'Generate speech locally from text using VoxCPM2 (2B params, Apache-2.0).

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training-machine-learning-models

'Build train machine learning models with automated workflows. Analyzes

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deploying-machine-learning-models

'Deploy this skill enables AI assistant to deploy machine learning models

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evaluating-machine-learning-models

'Build this skill allows AI assistant to evaluate machine learning models

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explaining-machine-learning-models

'Build this skill enables AI assistant to provide interpretability and

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tracking-model-versions

'Build this skill enables AI assistant to track and manage ai/ml model

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building-neural-networks

'Execute this skill allows AI assistant to construct and configure neural

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analyzing-text-with-nlp

'Execute this skill enables AI assistant to perform natural language

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ollama-setup

'Configure auto-configure Ollama when user needs local LLM deployment,

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building-recommendation-systems

'Execute this skill empowers AI assistant to construct recommendation

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performing-regression-analysis

'Execute this skill empowers AI assistant to perform regression analysis

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analyzing-text-sentiment

'Execute this skill enables AI assistant to analyze the sentiment of

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forecasting-time-series-data

'Process this skill enables AI assistant to forecast future values based

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adapting-transfer-learning-models

'Build this skill automates the adaptation of pre-trained machine learning

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web-analytics

'Push-based web analytics intelligence for your entire site portfolio.

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building-api-authentication

'Build secure API authentication systems with OAuth2, JWT, API keys,

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processing-api-batches

'Optimize bulk API requests with batching, throttling, and parallel execution.

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managing-api-cache

'Implement intelligent API response caching with Redis, Memcached, and

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generating-api-contracts

'Generate API contracts and OpenAPI specifications from code or design

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generating-api-docs

'Create comprehensive API documentation with examples, authentication

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handling-api-errors

'Implement standardized error handling with proper HTTP status codes

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emitting-api-events

'Build event-driven APIs with webhooks, Server-Sent Events, and real-time

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building-api-gateway

'Create API gateways with routing, load balancing, rate limiting, and

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load-testing-apis

'Execute comprehensive load and stress testing to validate API performance

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migrating-apis

'Implement API migrations between versions, platforms, or frameworks

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mocking-apis

'Generate mock API servers for testing and development with realistic

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monitoring-apis

'Build real-time API monitoring dashboards with metrics, alerts, and

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rate-limiting-apis

'Implement sophisticated rate limiting with sliding windows, token buckets,

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logging-api-requests

'Monitor and log API requests with correlation IDs, performance metrics,

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validating-api-responses

'Validate API responses against schemas to ensure contract compliance

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validating-api-schemas

'Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.

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generating-api-sdks

'Generate client SDKs in multiple languages from OpenAPI specifications.

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scanning-api-security

'Detect API security vulnerabilities including injection, broken auth,

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throttling-apis

'Implement API throttling policies to protect backend services from overload.

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