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aj-geddes
Performs unsupervised clustering analysis using k-means, hierarchical, and DBSCAN algorithms to discover patterns and segment data for customer insights.
aj-geddes
Configures cloud security settings across AWS, Azure, and GCP with IAM, encryption, and compliance.
aj-geddes
Performs security vulnerability scanning using SAST, DAST, and dependency analysis to detect OWASP top risks including SQLi and XSS.
aj-geddes
Provides tools for creating and formatting technical documentation using Markdown and GitHub Flavored Markdown.
aj-geddes
Automates semantic versioning (SemVer) and release management using conventional commits and semantic-release.
aj-geddes
Ensures web applications meet WCAG 2.1/2.2 standards for accessibility, including screen reader support and keyboard navigation, to achieve regulatory compliance.
aj-geddes
Creates data-driven business cases to justify investments, quantify benefits, and secure leadership approval through risk assessment and ROI analysis.
aj-geddes
Automates end-to-end testing by simulating real user interactions across application stacks using Selenium, Cypress, and Playwright.
aj-geddes
Deploys and manages relational databases on AWS RDS with Multi-AZ, read replicas, backups, and encryption for PostgreSQL, MySQL, MariaDB, and Oracle.
aj-geddes
Systematically collects, documents, and validates stakeholder requirements to ensure clarity and agreement before development, preventing scope creep and rework.
aj-geddes
Generates structured operational documentation including runbooks, SOPs, and incident response guides for team knowledge sharing and process adherence.
aj-geddes
Manages application configuration: environment variables, secrets, feature flags, and 12-factor principles for seamless environment setup and deployment.
aj-geddes
Executes and validates disaster recovery procedures through comprehensive testing, ensuring system resilience and business continuity during outages.
aj-geddes
Enforces code standards, catches bugs, and detects security vulnerabilities through static code analysis during development.
aj-geddes
Enables request flow tracking across microservices using Jaeger and Zipkin for debugging and performance analysis in distributed systems.
aj-geddes
Generates high-coverage unit tests for functions, classes, and components using frameworks like Jest and pytest.
aj-geddes
Ensures safe retry of operations without duplicates by implementing idempotency keys in APIs and payment systems.
aj-geddes
Plans and coordinates software releases across environments, managing versioning, rollout strategies, and stakeholder communication for seamless deployments.
aj-geddes
Designs NoSQL database schemas for MongoDB and DynamoDB, focusing on document structures and data architecture planning.
aj-geddes
Enables zero-downtime deployments through traffic switching between identical environments with instant rollback capability.
aj-geddes
Configures API gateways for routing, authentication, rate limiting, and request/response transformation in microservices and API traffic management.
aj-geddes
Configures and deploys load balancers (HAProxy, AWS ALB/NLB) for traffic distribution, session management, and high availability.
aj-geddes
Designs RESTful APIs using industry best practices for resource modeling, HTTP methods, status codes, and versioning to ensure scalability and maintainability.
aj-geddes
Generates code from templates, scaffolding, and AST-based methods for project setup and boilerplate creation.