Work & Projects

An index of software I've built, open-source contributions, and experimental research in machine learning.

Production Systems

RustDistributed

Aura: Distributed Edge Router

A high-performance framework for distributed data processing, built with Rust and WebAssembly. Handled 4.5M events/sec in production with zero-copy memory architecture.

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GoVector DB

Nexus DB: Serverless Vector Store

A serverless vector database designed for edge inferencing. Built from the ground up in Go with a custom HNSW graph implementation for sub-10ms semantic searches.

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Experiments & Research

Quantized LLaMA Routing

A lightweight orchestrator to route queries to specialized local models based on semantic intent.

Embedding Drifts

Analyzing semantic degradation over time in long-running autonomous agents.