AUST Robotics Club & ARC Event Monorepo Engine
A unified system powering nationwide robotics championships with instant sub-domain routing
1. The Problem
AUST Robotics Club hosts multiple massive annual competitions (AUST Rover Challenge, Robomania). Previously, each edition was built from scratch in detached repositories, creating massive code duplication, broken live scoreboards, and nightmarish tournament-day emergency hotfixes.
2. Hard Engineering Constraints
- Zero-downtime scoreboards during peak multi-day tournaments with 3,000+ simultaneous viewers.
- Non-technical club organizers must be able to publish rules and schedules without touching React components.
- Strict sub-domain isolation (`rover.austrc.com` vs `robomania.austrc.com`) from a single deployed artifact.
3. System Architecture Topology
[Incoming Request]
│
[Sub-Domain Dynamic Router]
│
┌───────────────────┴───────────────────┐
▼ ▼
[editions/rover.config.ts] [editions/robomania.config.ts]
│ │
└───────────────────┬───────────────────┘
▼
[Shared packages/core-engine & UI Token Engine]
│
[Firestore Real-Time Leaderboard]
│
[ImageKit CDN Edge Cache]4. My Key Architectural Contributions
Monorepo Configuration Schema Engine
Defined a strict TypeScript schema encompassing tournament rounds, scoring rubrics, and sponsor layouts. Re-theming an entire competition became a single 40-line configuration export.
Concurrent Leaderboard Sync Architecture
Engineered Firestore listeners with client-side optimistic UI updates and batched transaction commits, withstanding concurrent jury score entries during tournament finals with zero write conflicts.
Automated Edge Image Pipeline
Configured dynamic ImageKit CDN transformations that serve contestant badges and arena photographs in modern AVIF/WebP formats, slashing bandwidth by 78%.
5. Measured Engineering Outcomes
%
Code reusability across editions (Robomania & Rover Challenge)
0 Crashes
Flawless uptime through 3 national multi-day championships
+
Lighthouse Mobile Performance across all tournament subdomains
6. Retrospective & Senior Engineering Review
Decoupling the tournament rules engine from visual presentation allowed organizers to update scores without waiting for developer deployments.
I would migrate from Firebase client listeners to server-sent events backed by a regional Postgres cluster to reduce client SDK bundle size by 35KB.
Technology Stack & Tooling
Explore Related Case Studies
Explore real engineering results across cloud backends, AI agents, and computer vision systems.

Tensor Security Academy — Platform & Automation
“Automated booking dispatch via n8n and hardened Next.js ISR architectures delivering 99.9% uptime with zero manual database intervention.”
%
Platform Uptime
Enterprise SLA across global students
0 hrs
Manual Operations
Full n8n webhook booking automation
A+
Security Headers Rating
Mozilla Observatory & SSL Labs

SSRN Transfer — US Fleet & Booking Platform
“Engineered high-throughput responsive vehicle reservation templates with zero-lag debounced fleet filtering and mobile-first booking workflows.”
ms
Query Response
Debounced fleet availability filtering
FPS
Render Performance
CLS < 0.001 mobile zero-lag interaction
%
Cross-Device Reliability
Tested across iOS Safari & Android

Arelix Labs — AI Agency & Engineering Hub
“Architected full-stack Next.js 15 App Router platform with Prisma ORM, Neon Postgres, and Groq LLM pipelines for automated scope generation.”
ms
Inference Routing Latency
Groq LPU accelerated streaming
x
Scope Generation Speed
Automated proposal-to-deliverable AI
%
Transaction Reliability
Connection pooling & rollback protection

Tensora — Agentic AI Platform & Chatbot
“Multi-model reasoning agent system with token streaming over HTTP/2 SSE and dynamic cost guardrails cutting inference spend by 42%.”
ms
First-Token Latency
Streaming SSE transformer pipeline
%
Cost Optimization
Frontier-to-lightweight model routing
%
Tool Call Precision
Deterministic DB + vector search

SmartAir Mouse Pro — Computer Vision Engine
“Touchless AR human-computer interface transforming webcam video into low-latency OS mouse events with custom 2D Kalman filter jitter suppression.”
FPS
Zero-Lag Tracking
Real-time 21-point hand skeleton mesh
2D Kalman
Tremor Suppression
Surgical cursor accuracy without latency
%
Zero-Install Sandbox
Instant browser calibration via Gradio