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harlanljones/README.md

Harlan Jones

Building PrimeIQ.ai • Baseball Enthusiast • Software Developer
San Francisco Bay Area • Boston University

LinkedIn GitHub Profile Summary

Live App Live Demo Live Dashboard Live Dashboard Live Demo Live Demo


Professional Overview

  • Currently: Working with PrimeIQ.ai
  • Interests: Baseball & sports analytics
  • Education: Boston University
  • Location: San Francisco Bay Area
  • Connect: linkedin.com/in/harlanljones

Daily Dugout Dispatch: August 27

Category Player Active Span Franchise(s) Key Sabermetrics
WAR Warrior Jim Thome 1991–2012 BAL, CHW, CLE, LAD, MIN (+1) 72.9 bWAR • .956 OPS • 612 HR • 2,328 H
Immaculate Grid Gem Mike Maddux 1986–2000 9 Clubs 9 Clubs (BOS, HOU, LAD, NYM, PHI, PIT...) • 5.6 bWAR • 15 Yrs — a true Immaculate Grid cheat code
Antique Ace John McKelvey 1875 NHV Born 1847 • 1 Seasons • 0.0 bWAR • 43 H
Long Ball Laureate Jim Thome 1991–2012 BAL, CHW, CLE, LAD, MIN (+1) 612 Career HR • 1699 RBI
Strikeout Savant Ernie Broglio 1959–1966 CHC, STL 849 Strikeouts • 3.74 ERA

Active cohort on MLB active rosters today (2): Patrick Wisdom (TEX), Cameron Weston (BAL)

Historical index contains 73 total Major League Baseball players born on August 27.


What I Did This Week (Aug 19 – Aug 26, 2026)

  • bayes-horizon: Integrated wire Tailwind build into prerender pipeline and deployed rebuild forecast surface on locked world with macroeconomic data provenance testing.
  • urban-signal: Expanded real-time spatio-temporal telemetry streams across 11+ major metros (Austin, Boise, San Jose, Tampa, and 7 other metros) and built dynamic cross-region comparison analytics.
  • film-lab: Engineered lighthouse integration for CI and implemented deploy verification and analytics.

Featured Projects

  • urban-signal — Real-time spatio-temporal forecasting engine using Apache Kafka, Uber H3 grids, and ST-GNN/LightGBM ensembles to predict hyper-local property appreciation and commercial catalysts ahead of market comps. Live Demo Python Apache Kafka FastAPI PostGIS Uber H3 Kubernetes

  • herdr-outpost — Lightweight, secure remote dashboard and relay gateway for Herdr AI coding agent workspaces, featuring mTLS encryption, VAPID authentication, and Cloudflare Workers integration. Python Cloudflare Workers Cloudflare Tunnel WebSocket Security

  • scheme-db — Interactive NFL scheme engineering workstation that animates 80 plays across 20 offensive & defensive systems with Catmull-Rom spline interpolation, 0.0s–1.2s disguise mesh analysis, and coaching lineage trees. Live Demo TypeScript React Tailwind CSS Vite

  • omarchy-agents — Dashboards and bar widgets for tracking AI coding-agent usage on Omarchy, with a local-first Bun + Hono + React + SQLite web console plus QML bar widgets ranking token usage across local agents. Live Dashboard TypeScript Bun React QML SQLite

  • clify — Metric-Driven Agent-Driven Development (ADD) framework implementing a Turborepo monorepo with two complementary products: cliamp-clify (Go TUI music player with Spotify superpowers) and clify (Python CLI with ADD-orchestrated agent framework). Features deterministic SLAs on every execution (latency ≤ 2.5s, cost ≤ $0.02, confidence ≥ 0.90), semantic scope guardrails, and runtime telemetry monitoring with three-stage TDD lifecycle verification. Go Python Spotify API Turborepo TDD

  • arbkit — Cross-venue sports & prediction market arbitrage detector and execution simulator in pure Rust, featuring a zero-allocation lock-free SPSC hot loop (p99 < 250ns) ingesting Kalshi & Polymarket feeds in real-time. Live Dashboard Rust Performance Architecture Markets

  • bayes-horizon — S&P 500 long-term ML projection engine using Bayesian hierarchical modeling, walk-forward cross-validation, and point-in-time macroeconomic data (FRB, BLS, CBO, Shiller). Live Demo Python PyMC FastAPI Cloudflare Workers Validation

  • baseball-dashboard — Live MLB scoreboard and game-day research dashboard with sabermetric matchup stats, ballpark weather, bullpen workload, and optional player props. Live Demo TypeScript Next.js React Tailwind CSS Cloudflare Workers Bun

  • seismic-ml — Spatiotemporal ML pipeline for short-term earthquake forecasting, predicting M ≥ 4.5 events within a 7-day window from 30-day seismic precursor features. Trains a Keras MLP on the USGS catalog (83k+ events) with strict walk-forward splits and leakage-asserting tests, tuned for an RTX 4070 Ti via mixed precision and XLA. Python TensorFlow CUDA USGS Time Series

  • march-madness — PyTorch deep learning tournament prediction and Monte Carlo bracket simulation engine (BracketNet) trained on 23 matchup differential features and Kaggle historical data. Python PyTorch Monte Carlo Kaggle

  • aegis — AEGIS‑Thermal: agent-based co‑optimization of battery (BESS) & thermal (TES) storage. Recent work includes g1.5 end-to-end integration demo (negotiation→mandate→dispatch→sensed actuation→receipt) + archived record and w1.4: telemetry baseline demo on live sim (5 families, snapshot TSV) + fault-injection schedule doc (G1.4), built with Rust. Rust

  • dotfiles-showcase — Local-first web app to visualize and explore chezmoi dotfiles with live config previews and mini-demos. Recent work includes detailed fallback content strategy and sanitization rules and comprehensive ANSI and theme handling, built with TypeScript and CSS3. TypeScript CSS3 React

  • linear-bucket — Sync and group Linear issues into configurable “buckets” for reporting and workflow automation. Built with Python. Python

  • dotfiles — The dotfiles I use. Recent work includes settings and keymaps for better git integration and separate template execution and apply steps, built with Go Templates and Shell. Go Templates Shell

  • gan-enhanced-pneumonia-classifier — Enhancing Pneumonia Detection with GAN-Generated Synthetic Chest X-rays. Recent work includes new Grad-CAM visualizations for real and synthetic images, enhancing analysis results with additional insights, built with Python. Python

  • ferrite-db — An embedded Rust library for low-latency approximate nearest-neighbor search over dense vector embeddings. Synchronous, blocking API with library-owned parallelism; designed for direct in-process integration without n... Recent work includes wASM bindings for Ferrite DB's in-memory vector engine and reproducible synthetic corpus generator for Ferrite DB benchmark, built with Rust and TypeScript. Live Demo Rust TypeScript

  • chacha20-avx2 — Active development focused on constant-time tail/scalar fallback path and ratify D1 — Poly1305 accumulator radix = 2^64 (HJ-319), built with C. C

  • film-lab — Active development focused on deploy verification and analytics and cI/CD for production and PR previews, built with TypeScript and JavaScript. Live Demo TypeScript JavaScript

  • web-backends — Active development focused on benchmark infrastructure and Go + Gin reference implementation, built with Shell and Go. Shell Go


Technical Skills

Languages

Rust Python TypeScript JavaScript C++ Java SQL HTML5 CSS3

Machine Learning & AI

PyTorch TensorFlow Scikit-Learn Pandas NumPy LLMs

Data Engineering & Cloud

Apache Kafka Elasticsearch Databricks Google BigQuery PostgreSQL AWS GCP Cloudflare

Frameworks & Frontend

FastAPI Flask Express.js React Next.js Tailwind CSS Astro Vite

DevOps & Developer Tools

Docker Kubernetes CI/CD Linux Git Vim Linear


Supplementary GitHub Activity

GitHub Streak

Profile Details

Repos per Language Most Commit Language

Contribution Activity

Pinned Loading

  1. urban-signal urban-signal Public

    Real-time spatio-temporal forecasting engine using Apache Kafka, Uber H3 grids, and ST-GNN/LightGBM ensembles to predict hyper-local property appreciation ahead of market comps.

    Python

  2. dotfiles dotfiles Public

    The dotfiles I use

    Go Template

  3. herdr-outpost herdr-outpost Public

    A lightweight, secure remote dashboard and relay gateway for Herdr

    Python 1

  4. scheme-db scheme-db Public

    An interactive NFL scheme engineering workstation that animates 80 plays across 20 offensive & defensive systems with Catmull-Rom spline interpolation, 0.0s–1.2s disguise mesh analysis, and coachin…

    TypeScript

  5. omarchy-agents omarchy-agents Public

    Monitor and visualize AI code-agent usage in Omarchy with lightweight QML + TypeScript dashboards

    TypeScript

  6. clify clify Public

    Terminal music player ecosystem with Spotify integration and an agent-driven CLI framework for cross-provider music library management.

    Go