Software Engineer

Designing and evolving production systems

I work on backend-heavy and full-stack products where data models, system boundaries, and long-term correctness matter more than short-term velocity.

SystemsDataTrade-offsOpen Source

Production Systems Engineering

Open Source Collaboration

Backend & Data Architecture

Government Deployment Experience

Trusted Ecosystems & Contributions

AutoMQContributor

Hugging FaceModel Engineer

npmPackage Maintainer

Projects with system-level challenges.

Real-time accountability platform

State synchronization across WebSocket connections. Schema evolved to handle cascade deletes and prevent orphan data after Pod disbanding.

PostgreSQL, Socket.IO, Prisma

Offline productivity monitor

Immutable activity logging with append-only SQLite. Choosing 10-second polling interval to balance CPU overhead against meaningful capture.

Rust, Windows API, SQLite

Government RAG system

Local-only vector search with hallucination prevention. Chunk size trade-offs (512 tokens) balanced precision and context retention.

ChromaDB, Ollama, Python

Android launcher, open source

Enforcing focus through UI constraints. Designed to minimize interaction friction while preventing habitual app switching.

Kotlin, Android SDK, Room

OPEN SOURCE

ALGORITHMIC

Learned to make minimal, safe contributions to systems where changes affect many users.

Experience working with large codebases where documentation and tests are required.

Maintaining a small utility taught me dependency management and semantic versioning.