01 / SELECTED WORK
Built. Tested.
Still improving.
Projects across models, devices and interfaces. Open a project to see my contribution, decisions and evidence.
Showing 6 of 6 projects.
01SMC CrowsRelease engineering for a community Android game: compatibility, distribution and account recovery.Android release pipelineCommunity engineering · see release evidence
02Hybrid Self-CheckoutBarcode scanning paired with computer vision to verify retail items.77.4% precisionReported model benchmark · 50 epochs
03HermesMulti-model orchestration with consensus, telemetry and recovery on mobile hardware.Consensus + recoveryExperimental system · contribution submitted
What I built
The documented Hermes setup runs on a Samsung Galaxy A54 using Termux/Linux. A “Parliament of Minds” routes multiple LLM models through a consensus process for XAUUSD signal experiments. Separate serve and gateway processes, a cron watchdog, telemetry, and causal post-mortems support operation and review.
Result & evidence
The result is a documented multi-model orchestration experiment with observable operations and recovery mechanisms. Historical trading figures on the previous site have not been independently verified and are not presented as evidence of real-world investment performance. The contribution to 500-AI-Agents-Projects is PR #167: open and unmerged when checked on 6 October 2026; that is a historical check, not a current status assertion.
04Gesture recognitionA browser-based hand gesture controller for touchless reading.98.6% cross-validationReported score · not real-world accuracy
What I built
IrfanLLM uses MediaPipe hand landmarks and 71-dimensional geometric features. A 100-tree Random Forest trained from video demonstrations is compiled to JavaScript for browser inference. Geometric checks, a 0.30-second scroll cooldown, and virtual air buttons translate gestures into navigation. The existing demo, bookmarklet, and extension remain available.
Result & evidence
The source portfolio reports 98.6% cross-validation accuracy. This is an evaluation on the training workflow’s folds, not a measured accuracy across all users or real-world reading sessions. The working browser controller offers a concrete way to explore that gap.
05IoT livestock monitoringAn Arduino and load-cell weighing system with connected monitoring.INOTEK 2025 · Third PlaceDocumented team award · 15 January 2025
06Mini ArcadeBrowser games exploring decision logic, interaction and application state.Three core games + a betaLive application checked · 6 October 2026
What I built
The original portfolio documents a React and TypeScript arcade with minimax-based Tic Tac Toe, a soccer penalty shootout, and a sports memory match, styled with Tailwind CSS. The current live application lists Pulse Tic Tac Toe, Penalty Shootout, Sports Memory, and the beta Shinobi Legends RPG. Pulse adds rotating rows, decaying marks, and link-based online multiplayer.
Result & evidence
The current application is available as a live demo, with three core games and one RPG marked beta/testing when checked on 6 October 2026. It explores decision-making alongside interface and game-state design. The current game internals were not audited, and no visitor or engagement metrics are claimed.
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