Featured Projects

• Built modular CLI + web interface → developers can submit code errors via command line or UI.
• Engineered Express backend with JWT-secured APIs → forwards errors to OpenAI, validates responses, and enforces authentication.
• Integrated MongoDB for per-user error history, enabling searchable, persistent debugging logs.
• Ensured production readiness → layered schema validation, token-secured CLI commands, and Dockerized deployment.
• Tested reliability with Jest unit tests and Postman integration flows.

Impact: Reduced debugging time by providing AI-generated explanations and fixes within existing developer workflows.

• Designed backend services with Node.js/Express to handle secure API integrations with state and quality systems.
• Implemented role-based access control (RBAC) and JWT authentication to restrict access by user role and tenant.
• Prototyped audit logging system to record every user action, enabling traceability and regulatory readiness.
• Developed AI automation experiments to parse compliance logs and generate corrective action suggestions.
• Structured documentation using ADRs, runbooks, and recipes to support enterprise-grade maintainability.

Impact: Enables cannabis operators to maintain compliance, improve quality assurance, and reduce regulatory risk through automation and traceable workflows.

• Implemented core system in C++ using **Observer** and **Decorator** patterns for modularity and extensibility.
• Integrated **battery management system** to optimize drone flight paths and ensure energy efficiency.
• Designed **theft-prevention module** to simulate package security during deliveries.
• Created **UML diagrams** to document system design and communication between modules.
• Developed **unit tests** to validate core features and deployed containerized builds with Docker.
• Collaborated via GitHub using Agile-style task breakdown and version control workflows.

Impact: Delivered a realistic, extensible simulation of drone-based logistics, demonstrating the application of software design patterns, modular architecture, and testing in a systems-focused project.