Systems & Infrastructure Portfolio
Low-overhead eBPF event tracer coupled with a lock-free ring buffer and zero-copy Wayland IPC connector. Provides microsecond-level system metrics to desktop overlays and CLI monitors without impacting host throughput.
┌────────────────────────────────────────────────────────┐
│ sys-toolkit Architecture │
└────────────────────────────────────────────────────────┘
┌──────────────────────────────────┐
│ Kernel Space: eBPF Probes / DRM │
└─────────────────┬────────────────┘
│ (BPF_MAP_TYPE_RINGBUF)
▼
┌──────────────────────────────────┐
│ Lock-Free Single-Producer Buffer │
└─────────────────┬────────────────┘
│ Zero-Copy IPC
▼
┌──────────────────────────────────┐
│ Wayland Client / wlroots Comps │
└─────────────────┬────────────────┘
▼
┌────────────────────┴────────────────────┐
▼ ▼
┌───────────────┐ ┌───────────────┐
│ TUI Terminal │ │ 144Hz Overlay │
└───────────────┘ └───────────────┘Production analytics and multi-agent AI infrastructure supporting high-growth Shopify merchants. Orchestrates AWS (Bedrock AgentCore, Lambda, Step Functions, EventBridge, Glue, Redshift Serverless) and Snowflake with dbt modeling—establishing the unified, single-source-of-truth data layer that powers both merchant dashboards and autonomous AI Studio Agents.
Lightweight, edge-native implementation of Anthropic's Model Context Protocol (MCP) engineered specifically for serverless deployment on Cloudflare Workers. Features standards-compliant JSON-RPC 2.0 execution, real-time Server-Sent Events (SSE) streaming, CORS support, and zero-cold-start latency.
Your go-to automated tool for easily creating quantized versions of Hugging Face models in the GGUF format. Seamlessly handles modern architectures, tokenizer migrations (v3 tokenizers, consolidated safetensors), and exports optimized Q4_K_M, Q8_0, and FP16 weights ready for local llama.cpp and Ollama runtimes.
Open-source fine-tuned code LLMs and preference datasets published on Hugging Face. Includes Aether-Qwen2-0.5B-SFT (GGUF, GPTQ 4-bit, AWQ), Phi-nut-Butter-Codebagel, and the Reflective-MAGLLAMA dataset series (surpassing 10,000+ community downloads) trained with PEFT and SFTTrainer on dedicated Nvidia GPUs.
A production-grade, strongly typed TypeScript library for interacting with the iRacing Data API. Provides end-to-end typed schemas for all documented telemetry endpoints, automated chunked download handling, credential caching, and robust rate-limiting.
High-performance TypeScript utility for parsing raw binary information from .gif files. Extracts logical screen descriptors, binary headers, frame blocks, and derives exact RGB, Hex, and CIELAB perceptual color spaces directly from the global/local color tables.
Specialized Model Context Protocol server enabling LLM agents to monitor, query, and analyze photo capture streams from remote SpyPoint cellular trail cameras. Features 19 tools, 112 automated tests, read-only account security boundaries, and time-window clustering algorithms to group burst captures into discrete wildlife visits for predictive dawn scouting.
Dedicated photography portfolio capturing the natural beauty and night skies of Ontario, Canada. Powered by SST Ion on Cloudflare Pages with edge caching, fluid gallery navigation, and Lightroom fine-art workflows.