Projects

The system ingests GTFS-Realtime transit feeds, processes vehicle position updates, and streams them to the frontend for live map updates.
Designed and operated as a self-deployed production system, including containerized services, domain configuration, and a publicly indexed deployment.
Vehicles are rendered on a Leaflet map with route overlays, stop markers, and arrival predictions, updating continuously as new data arrives.

Designed to make AI-assisted software development deterministic by replacing ad-hoc prompting with structured, repeatable workflows.
Projects define their own pipelines, conventions, and phase prompts, allowing teams to encode development practices instead of relying on individual prompting styles.
Coordinates AI reasoning with deterministic scripts to create a consistent, maintainable development process that can be shared across projects.

Designed as a fully generic worker where jobs are defined through configuration rather than implemented as dedicated code, allowing new pipelines to be added without modifying the consumer itself.
Multiple worker instances can process separate message streams, enabling controlled parallelism and workload isolation.
Originally developed to safely process concurrent LLM prompts as part of a larger RAG infrastructure.

Experimental RAG infrastructure designed to explore modern retrieval pipelines, including document summarization, vector search (ANN), reranking, and maximal marginal relevance for context selection.
The project deliberately favors architectural breadth over depth, serving as a playground for experimenting with distributed system components and retrieval strategies.
Built as a companion project for studying software architecture, using concepts from architecture literature to iteratively design, test, and refine system structure.

Research project exploring how to retrofit multiplayer functionality into a game engine originally designed for single-player gameplay.
Implemented as a C++ NVSE plugin that synchronizes player state, animations, and actions across clients while working within the constraints of the Fallout: New Vegas scripting and engine systems.
The project currently supports basic player synchronization and serves as an experimental foundation for building cooperative multiplayer systems on top of the existing engine.