Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and...
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15,668 skills
Create and manage mocks, stubs, spies, and test doubles for isolating unit tests from external dependencies. Use for...
Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers...
Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly...
Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests,...
Debug issues specific to mobile applications including platform-specific problems, device constraints, and...
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow,...
Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression,...
Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention...
Design and implement microservices architecture including service boundaries, communication patterns, API gateways,...
Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve...
Detect and fix memory leaks using heap snapshots, memory profiling, and leak detection tools. Use when investigating...
Master markdown formatting, GitHub Flavored Markdown, README files, and documentation formatting. Use when writing...
Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII...
Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and...
Implement centralized logging with ELK Stack, Loki, or Splunk for log collection, parsing, storage, and analysis...
Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and...
Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production...
Design and build dashboards that track key performance indicators. Select relevant metrics, visualize data...
Build Jenkins declarative and scripted pipelines with stages, agents, parameters, and plugins. Implement...
Develop native iOS apps with Swift. Covers MVVM architecture, SwiftUI, URLSession for networking, Combine for...
Implement internationalization (i18n) and localization including message extraction, translation catalogs,...
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to...
Design meaningful interactions and microinteractions. Create delightful user experiences through thoughtful...