The Physics Learning Model: A New Way to Learn High School Physics
Mar 2023 – Jan 2024 · 3D physics game built with AI-assisted coding and text-to-speech characters, adopted by teachers across three schools.
Adopted across 3 schools · Physics teachers in my county · recalled adoption
Refined Harmony
Apr 2024 · Free noise-masking prototype that adjusts playback to ambient sound within a volume cap, built with AI-assisted SwiftUI.
Working prototype · Completed project; not commercialized
MAG Aerospace
Dec 2024 – Jan 2025; May – Aug 2025 · Salesforce reporting and proposal checks built with AI-assisted Python and VBA, replacing hours of manual processing.
Hours → minutes · Reported processing-time improvement
Salesforce reporting automation: AI-assisted Python and VBA tools turn Salesforce exports into repeatable reporting deliverables.
Offline Acronym Finder: Offline proposal checker built with AI-assisted Python: extract acronyms, compare the glossary, flag terms for review.
DeepFlightX / OPSS
Apr 2025 · Field-tested drone tracking that combines edge AI vision, motion estimation and hardware on a Jetson Orin Nano.
39 ms processing · Mean detection-to-fusion time · 672 frames
Optical Projectile Sensing System (OPSS): Depth-camera drone tracking using YOLOv8 and motion filters, measured at 39 ms detection-to-fusion across 672 recorded frames.
Coinfluence
Aug 2025 – Jan 2026 · Creator-token marketplace with smart-contract trading; AI helped build the product and its AWS infrastructure, leading to six testnet demos.
Hundreds of influencer meetings · Approximate count · marketplace ran on testnet
CreatorPredict
Dec 2025 – Jan 2026 · Fantasy football for content creators: AI-assisted website and prediction engine where players draft five creators and compete on momentum.
Playable creator game · Draft five creators; track momentum
Crosscheck
Dec 2025 – Mar 2026 · AI-answer verification with math and theorem solvers; Claude helped build the app and its four-service AWS infrastructure.
Launched on the web · Project concluded
Outreacher.xyz
Dec 2025 · Creator outreach pipeline connecting scrapers, contact validation, Google Sheets and Gmail, built with AI-assisted development.
10,000 emails/day · Reported sending capacity
Automated content creation
Jan – Feb 2026 · AI content agents turn news into reviewed posts; a video dashboard manages processing, account progress and posting order.
AI posts + video command center · 5 approved news packages in recorded runs
Hokie Transit
Mar 2026 · Native iPhone and Android transit apps built with AI, combining live buses, schedules and fallbacks when feeds fail.
6,000 downloads · 2,000 daily users · Historical figures reported in resume
Leidos AI modernization
Jun – Aug 2026 · Eight engineering automations combining Python and AI agents for defect triage, test review, log analysis and reporting.
349s → 57s · JSON collection benchmark
Defect triage and Jira workflow: Deterministic log processing plus AI analysis groups failures for Jira review: one evaluated error storm shrank from 152 errors to two signatures.
JSON log analysis and streaming recovery: Streaming JSON recovery processed 8 million objects and cut the measured collection phase from 349 to 57 seconds.
Regression test rationalization: Regression-test analysis found 126 possible overlaps among 2,655 entities while protecting defect-linked tests for engineering review.
Manager status-report automation: Jira queries and scripted summaries turn engineering activity into repeatable, review-ready manager updates.
Test-spec verification and preflight validation: AI-assisted criteria analysis and deterministic checks flag specification mismatches, with 55 test cases identified for revalidation or reauthoring.
Ansible test-log summarization: Ansible parser and log summarizer reproduced the established reporting tool’s output byte for byte.
Project Cobblestone — GUI test-maintenance knowledge base: GUI test-maintenance knowledge base combines image harvesting, hashes and evidence agents, identifying 212 changes across eight recorded runs.
Coding-agent remediation handoff: Coding agents receive test-failure evidence, investigate causes and propose fixes for developer review.
Life OS + Even G2
Jul 2026 · Jailbroken Even G2 glasses with custom firmware, a wake engine trained on my voice and a wearable AI HUD.
Custom firmware · 4× image canvas · Flashed onto both glasses arms
Vellum
Jul 2026 · Personal memory for my AI glasses: a life knowledge base that recalls preferences and commitments to support day-to-day tasks.
Personal memory on my glasses · Life OS retains and retrieves useful context
NXB Studio / Nexus
Aug 2026 · Claude, Codex and local models collaborate through a shared orchestration harness, with resumable tasks and less repeated context.
~43k → ~23k tokens · Lower fixed context per Claude session
Tether
Aug – Sep 2026 · Live Mac screen and AI chat on an iPhone, with voice commands and direct mouse-and-keyboard takeover through Pilot.
Mac screen + AI chat · Remote viewing, voice and direct control
11:59 — Beat the Deadline
Sep 2026 · Money-backed accountability with AI proof review: Claude vision checks submitted evidence, approves qualifying proof or escalates it to a person.
AI proof review built · Automatic approval + human escalation
11:59 test harness
Sep 2026 · Agent-driven acceptance testing with separate actors and evaluators, mapped to 154 requirements with saved checkpoints and evidence.
154 requirements mapped · Acceptance-test scope
AI Mirror
Sep – Oct 2026 · Mirror-mounted AI assistant designed with local vision, conversational guidance and AI-assisted hardware CAD, including a timed camera privacy shutter.
Full hardware CAD + prototype · Custom enclosure, components, and privacy shutter
Hokie Transit test harness
Sep 2026 · Agent-operated transit testing replays student locations and bus feeds across nine defined journeys, saving independent checks and screenshot evidence.
9 test scenarios · 3 validation layers
Pilot
Sep 2026 · Remote computer control through local AI models and a device bridge, designed for offline operation and local model data.
Local-model device control · September 2026 build