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aj-geddes
Classifies text sentiment using NLP and machine learning for customer feedback, brand monitoring, and opinion mining.
aj-geddes
Automates visual validation of user interfaces by comparing screenshots across versions to detect unintended UI changes.
aj-geddes
Enables implementation of uptime monitoring systems, status pages, and health checks to track and display service availability.
aj-geddes
Configures database replication setups (master-slave, multi-master) for high availability and disaster recovery monitoring.
aj-geddes
Designs normalized database schemas with relationships and constraints for PostgreSQL and MySQL, ensuring efficient data modeling and storage.
aj-geddes
Generates safe, reversible database migration scripts with rollback, data validation, and zero-downtime deployment for schema changes and data transformations.
aj-geddes
Builds cross-platform mobile applications using React Native with navigation, state management, and API integration for iOS and Android.
aj-geddes
Enables centralized log collection, parsing, storage, and analysis across infrastructure using ELK Stack, Loki, or Splunk.
aj-geddes
Analyzes cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy and treatment effect evaluation.
aj-geddes
Integrates payment gateways (Stripe, PayPal, Square) for secure e-commerce and billing system development.
aj-geddes
Builds NLP applications including text classification, named entity recognition, and sentiment analysis using transformer models and libraries like BERT and GPT.
aj-geddes
Generates realistic, consistent test data using factories, fixtures, and fake data libraries for testing purposes.
aj-geddes
Identifies and resolves performance regressions from code changes using profiling and baseline metric comparison.
aj-geddes
Automates rotation of API keys, credentials, certificates, and encryption keys for security compliance and lifecycle management.
aj-geddes
Monitors production machine learning models for data drift, concept drift, and anomalies using Prometheus, Grafana, and MLflow.
aj-geddes
Builds predictive models using linear, polynomial, and regularized regression for continuous prediction, trend forecasting, and relationship quantification.
aj-geddes
Generates accessible color palettes ensuring sufficient contrast and usability for users with color vision deficiencies, promoting inclusive design.
aj-geddes
Identifies memory leaks and optimizes memory usage to reduce footprint, improve performance, and enhance application reliability.
aj-geddes
Manages project dependencies across languages, resolving conflicts, handling versioning, and performing security scanning for robust application setup.
aj-geddes
Identifies performance bottlenecks and optimizes critical code paths using CPU profiling, flame graphs, and benchmarking techniques.
aj-geddes
Provides tools for building secure webhook systems with retry logic, signature verification, and delivery guarantees for event-driven integrations.
aj-geddes
Configures cloud network security groups and firewall rules to control inbound/outbound traffic and enforce network segmentation.
aj-geddes
Designs Angular modules with feature-based organization, lazy loading, and dependency injection for scalable application structure.
aj-geddes
Designs and configures GitLab CI/CD pipelines with stages, jobs, artifacts, Docker integration, and runners for automated deployments.