These aren’t gap projects. They’re ongoing operational and technical responsibilities that have been running in parallel with my professional career for years — and continuing through it. Here’s the full story behind each one.
Appalachian Regional Health Dashboard
A production operational intelligence platform aggregating multi-venue data across a 6-state region into a single health view — conceived, specified, directed, and QA-led by me. Currently in active development.
The story of this dashboard starts with frustration. As a Venture-Captain in Atlanta, I was operating under a regional reporting model that reduced the health of an entire area to seven aggregate numbers — table counts by system and format, unique players, unique GMs, and new players. That’s it. No cancellation rates. No scheduling health. No volunteer burnout indicators. No trend data. Just seven numbers that told you what happened but nothing about how or why.
I built an Atlanta-specific dashboard using Google Forms, Google Sheets, and Google Apps Script that went significantly deeper. The head of Paizo Organized Play saw it and told me he loved it — and joked that I needed a hobby. That dashboard directly drove the cancellation rate reduction from 30.41% to 20.92% in the Atlanta region, because for the first time we could see where and why sessions were being cancelled, not just that they were.
“Paizo leaves it up to each RVC to determine what data they deem important to collect. Seven numbers don’t tell an accurate story. I wanted an actual health gauge.”
When I was promoted to Regional Venture-Coordinator in 2025, I started over at the right scale. The Atlanta dashboard had proved the concept — now I needed to build it properly for a 6-state region with multiple venues, multiple data sources, and compliance requirements I hadn’t faced at the local level.
- Authored a full product specification document defining 40+ metrics with calculation logic, visibility rules, and data source mapping
- Designed role-based access architecture — the dashboard is invisible to anyone without VO credentials, not just login-gated
- Specified NDA-compliant public/private output separation from the requirements stage — Paizo-proprietary metric thresholds are never exposed publicly
- Directed development across the full build cycle — requirements, architecture decisions, iteration reviews, and QA acceptance
- Designed the system for replication — documented architecture so other RVCs can adopt it for their own regions
- Currently running active QA cycles — real-world testing is surfacing refinements that are being incorporated iteratively
The dashboard itself is architecturally invisible to non-credentialed users — a 403 or 404 is all anyone without a VO role will see. This was a deliberate design decision made at the requirements stage, not a limitation. The product specification document and system architecture are available for discussion in any serious interview context.
Appalachian Regional Hub
A public-facing WordPress site serving as the digital home for the Appalachian Region of Paizo Organized Play — built and launched within weeks of my RVC promotion, without being asked.
When I accepted the Regional Venture-Coordinator role in September 2025, the Appalachian Region had no unified public presence. 29 active lodges across six states, no regional hub anyone could point a new player or potential VO to.
I built one. Within weeks of the promotion — while still employed at JPMorgan Chase — I designed, built, and launched appaopregion.org. WordPress backend, all architecture and plugin selection by me, content a mix of original writing and AI-assisted wordsmithing.
The regional hub wasn’t a task on a list. It was a gap I saw and closed before anyone thought to ask me to.
- Public regional information and lodge directory for all 29 lodges across VA, WV, TN, NC, SC, and GA
- Embedded Paizo RSS feed — community stays current on organizational news without leaving the site
- Role-based hidden navigation accessible only to credentialed VOs — this is where the dashboard lives
- Regional event information and onboarding resources for new players and prospective VOs
- IFTTT integration — site updates automatically cross-post to regional social channels
Atlanta Pathfinder Society
A WordPress community hub for the Atlanta lodge — built during my first unemployment gap in 2021-2022 and actively maintained and improved ever since. Three significant additions completed during the current gap period.
AtlantaPFS.org predates both JPMC and the current gap. I built it during the COVID unemployment period between Amtrak and Teladoc — not because anyone asked, but because the Atlanta lodge needed a digital home and I had the time and skills to build one. It’s been running continuously since 2022, through Teladoc, through JPMC, and through this gap.
During the current gap period, I added three meaningful features:
- A dedicated page of QR codes and live links giving players electronic access to pregenerated iconic characters
- Solves a real problem: new players at conventions need quick access to ready-to-play characters without printing or downloading in advance
- QR codes make this phone-accessible at the table with zero friction
- An interactive questionnaire-based recommendation tool that guides new players to the pregenerated character that best fits their play style
- Asks about preferred role, combat vs. skills preference, complexity tolerance, and flavor interests
- Outputs a specific character recommendation with explanation — reduces the paralysis of “I don’t know which to pick”
- Built with AI assistance; designed, specified, and QA’d by me
- “Donuts” are Paizo’s recognition system for GM experience — each table run earns recognition toward milestone rewards
- Built a tracker so GMs in the Atlanta lodge can monitor their progress toward recognition milestones
- Addresses a real operational need: GMs often lose track of their count across multiple sessions and venues
The site also receives automated game scheduling announcements from Warhorn — when a new session is published on Atlanta’s Warhorn page, it automatically posts to the Atlanta socials and Discord. I made a deliberate decision not to replicate this at the regional level, where the volume from 29 lodges would make the feed unusable.
13-Applet Automation Network
A production IFTTT automation network distributing content across web, four social platforms, and Discord simultaneously — with deliberate architectural decisions about what to automate and what not to.
The automation network isn’t just “I set up some cross-posting.” It’s a designed information architecture with intentional decisions about what flows where, at what volume, and why.
- Regional Hub updates → GeorgiaPFS Discord
- AtlantaPFS website updates → BlueSky, Twitter/X, Facebook
- Warhorn game scheduling (Atlanta) → BlueSky, Facebook, Discord
- Paizo Org Play BlueSky → AtlantaPFS Discord
- Paizo Social Feed → GeorgiaPFS Discord
- OPF Social Feed → GeorgiaPFS Discord
- Paizo Blog → GeorgiaPFS Discord
- AtlantaPFS Newsletter RSS → distribution
- New RSS feed items → BlueSky
The network does two things simultaneously: it distributes content I create outward to all channels, and it pulls authoritative upstream content from Paizo and OPF inward to the community. Members stay current on organizational news without having to follow Paizo separately — it comes to them in the Discord they’re already using.
I deliberately did not replicate the Warhorn game scheduling automation at the regional level. 29 lodges posting multiple sessions per week would produce a firehose that buries signal in noise. Knowing when not to automate is as important as knowing when to automate.
GeorgiaPFS Discord Server
A 400+ member Discord server I own and operate, serving all Georgia Pathfinder and Starfinder lodges — with a role-based permission architecture I designed and a complete server reorganization I planned and executed.
I own the GeorgiaPFS Discord server. Not just administer it — own it. 400+ members across multiple Georgia lodges, with a role-based channel visibility architecture I designed from scratch.
In February 2025 I wrote a complete server reorganization framework — a full implementation guide covering the new permission architecture, channel taxonomy, MEE6 bot configuration for 5 reaction role message sets, a 350-member migration strategy with four phases and a rollback plan, VO briefing protocols, success metrics with Week 1, Week 2, and Month 1 targets, and ongoing maintenance schedules. I implemented it live in September 2025.
- Role-based channel visibility — members only see channels relevant to their region, game format, and system interests
- Layered permission model: verified + gaming role + regional role + format role + system interest role
- VO-only administrative channels invisible to general membership
- Bot integration: MEE6 (reaction roles), IFTTT, RPG Sage, Tupperbox, TableBot, Dash Delta
- Automated content ingest: Paizo blog, OPF social feed, regional hub updates, Atlanta game scheduling
- Age verification and Code of Conduct compliance built into onboarding flow
Transitioning 400+ existing members from an open-access model to role-based visibility without losing community engagement required a phased approach, pre-briefing all VOs, a 14-day rollout timeline, and a documented rollback plan in case of technical failures. Zero major incidents during migration.
Paizo Organized Play Onboarding Committee
Chair of a global committee serving all Pathfinder and Starfinder participants across 18 international regions — with co-authorship of the VO Handbook and a successful organizational consolidation.
The Onboarding Committee exists to make the organized play experience welcoming and repeatable for anyone entering the ecosystem — new players, new GMs, new Venture-Officers, and new lodges. It’s a global mandate serving every region Paizo Organized Play operates in.
I chair it. That means running quarterly meetings plus additional project-specific sessions, managing a committee with international membership spanning the US, Australia, UK, and online regions, overseeing a document creation and revision pipeline with accessibility compliance requirements, and holding the committee accountable to its delivery commitments.
- Co-authored the VO Handbook — the publicly available foundational governance document for Venture-Officers globally
- Successfully petitioned to merge the VO Handbook Task Force into the Onboarding Committee — eliminating redundant organizational structures at the national level
- Established accessibility compliance pipeline using PAVE checker and Affinity design tools for all published documentation
- Managed multi-tool project infrastructure: Google Drive (edit/comment/view tiers), Freedcamp project board, shared design assets
Independent Operations Consulting
An informal but active consulting engagement with a Roku channel operator — initiated by responding to a Facebook post, sustained through genuine operational value delivered.
In October 2025, I saw a post in a Facebook group from the owner of a Roku channel who had recently acquired a second channel and was looking for help. I responded, sent my resume, and ended up in a 90-minute conversation about what I could contribute.
That conversation led to an ongoing engagement. Not a formal contract — an informal consulting relationship built on demonstrated value.
- Logo and brand research for a merchandise line — the line has since launched
- Designed and built a Google Forms/Sheets ticketing system for technical issue reporting, allowing the owner to capture, categorize, and escalate tech issues to the engineering team with structure rather than ad-hoc messages
- Ongoing operational advisory conversations covering channel operations, programming structure, and revenue opportunities
This engagement demonstrates something worth noting: I didn’t apply for a consulting role. I saw a problem, recognized I could help, and created the opportunity. That’s the same instinct that built the regional hub before anyone asked for one, and the dashboard before anyone defined the requirements.
ATS & Hiring Systems Research
A research-backed public analysis of filtering and rejection technology in modern hiring systems — reaching 59,000+ people in 30 days and generating substantive engagement from senior professionals across multiple industries.
After six months of methodical job searching — using every AI tool available to optimize, tailor, and score resumes against job descriptions — I had enough data to write something substantive about why the system is broken. Not a vent post. A documented, cited argument.
The thesis: ATS should be called what it is — filtering and rejection technology — and the way it’s configured by employers encodes age bias, creates barriers for qualified candidates, and exports the psychological cost of constant rejection onto the people who can least afford it. The piece includes citations from academic research, legal analyses, and published studies on the health impacts of prolonged unemployment and recruitment ghosting.
The audience breakdown matters: 29% Senior, 8.6% Manager, 3.9% Director, 1.4% VP. This wasn’t just job seekers commiserating — it reached decision-makers. The top company in the audience was JPMorgan Chase at 1.5%. Former colleagues are watching.
- Research capability — the piece is cited and sourced, not opinion-based
- Communication clarity — a complex argument made accessible to a broad professional audience
- Strategic framing — “filtering and rejection technology” is original language that reframes the conversation
- Willingness to take a public position on something that matters, with my name on it
- Editorial judgment — knowing when to be direct and when to let the evidence do the work
This is what continuous output looks like.
Not a gap. Not a pause. Seven months of active operational leadership, systems development, governance work, consulting, and published research — alongside a job search and a medical recovery. The full resume and case studies tell the rest of the story.