System explorer

Projects

Everything I've built and run — filter by domain or search by tech. Each card opens a case study: problem → architecture → decisions → measured outcome.

Project index

AI / LLMOps Flagship

LLM Orchestrator

A working replication of NVIDIA's “Small Language Models are the Future of Agentic AI” — their six-step LLM→SLM conversion pipeline, run against my own agent telemetry. Replaying every routing decision in hindsight put 57% of local-tier spend within reach of a 35B model on my own hardware, inside the paper's predicted 40–70% band.

  • Python
  • SLM research replication
  • llama.cpp · 35B local
  • Claude API
  • evals + telemetry
Read the case study
prompt classifier SLM · local LLM · cloud cheap · fast hard tasks

Infrastructure

The Homelab

A single-node k3s cluster running Grafana, Prometheus, Loki and ArgoCD — GitOps-deployed, 95.2% uptime, with a Discord incident-analysis bot. Powers the live metrics on this site.

  • k3s
  • Prometheus
  • Grafana
  • ArgoCD
  • Discord
Case study

iOS

Aria

A from-scratch SwiftUI music player — 10-band parametric EQ, 364 tests, zero third-party dependencies — backed by a Python/yt-dlp streaming service.

  • Swift 5
  • SwiftUI
  • AVAudioEngine
  • yt-dlp
Case study

Writing

Audio Notes

Measurement-based audiophile write-ups — gear testing, target curves, and the parametric-EQ profiles that came out of building Aria.

  • Measurement
  • Parametric EQ
  • Reviews
Case study

Infrastructure

MeshWatch

Service-mesh observability on k3s — metrics, logs, traces, and AI incident analysis — for $5.12/mo, 60% under serverless.

  • k3s
  • Istio
  • Prometheus
  • Loki
  • Tempo
Case study

Infrastructure

Monitoring Stack

GitOps observability: a 20-panel Grafana dashboard and 7 alert rules across 5 services, every piece declared in Git and deployed by ArgoCD.

  • ArgoCD
  • cert-manager
  • External Secrets
  • Loki
Case study

Infrastructure

Minecraft Monitoring

A PaperMC server wired into the cluster's observability stack: 95.2% uptime, TPS-drop alerts, and a 10-command Discord bot.

  • PaperMC
  • JMX + RCON
  • Discord.py
  • Grafana
Case study

Infrastructure

Azure Functions

Serverless health checks every 15 min with 5-minute dedup windows that stop Discord alert storms.

  • Python
  • Azure Functions
  • Service Bus
  • Pydantic
Case study

Web

Career Portal

This site: a vanilla-JS PWA with no runtime dependencies — Lighthouse 95+, WCAG 2.1 accessible, hosted free on Cloudflare Pages.

  • Vanilla JS
  • Cloudflare
  • PWA
  • WCAG 2.1
Case study
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