Data Spencer

Featured Projects

bayesDAG

Shape-first, posterior-aware visualizations of PyMC models — render a probabilistic model as an interactive Kruschke-style DAG with in-node density curves, real LaTeX, and prior/posterior overlays.

bayesianpymcvisualizationpythonreact

Plan terrain-aware routes in the browser: drop waypoints on a topo map and a Rust + WebAssembly pathfinder traces a line that respects your maximum slope and avoids the aspects you choose — with live elevation and gradient profiles, fully client-side.

web-apptypescriptreactwasm

Homelab

A self-hosted homelab running 80+ Dockerized services behind OPNsense, Traefik, WireGuard, Pi-hole, and Authelia — media, photos, documents, monitoring, home automation, and a few full crypto nodes.

homelabself-hosteddockerinfrastructurenetworking

cloudposterior

Stop waiting for MCMC. A context manager that offloads PyMC sampling to cloud VMs with zero code changes — smart caching, a live dashboard, and a push notification when your posterior is ready.

bayesianpymcpythoncloud

IFS Journal

The journaling that helps you understand yourself

web-app

Recent Blog Posts

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11/25/2025· 7 min read

PyMC on remote GPU

A complete setup for GPU-accelerated Bayesian modeling with PyMC on RunPod. Learn how to build a Docker container with CUDA and JAX, sync code with Mutagen, and cut sampling time by 10-100x using cloud GPUs for $0.40/hour.

metaweb-developmentportfolionext.js

11/25/2025