Selected Systems

Products with
real leverage.

A focused set of products across AI workflows, energy-aware planning, camera research, maps, education, and developer tools. Older experiments have been retired from view.

7
Flagships
4
Live now
11
Total builds
/ 01

Flagship builds

Ordered around the work that is active now: current products first, then the wider catalogue.

inspect
Discord check-inget the real update
Mistral pipelineextract grounded changes
living graphsurface blockers + conflicts
01 / Flagship

Athena

Ongoing

A project second brain that actively keeps teams aligned.

24h
Build sprint
SIG Prize
Award
Live
Core loop

Built at the UNSW × Mistral AI × Atlassian Hackathon, Athena turns project coordination into an active loop. A Discord bot asks people for updates, Mistral extracts grounded graph changes, and a live knowledge graph shows tasks, blockers, dependencies, and conflicting team assumptions. The project won the Susquehanna Prize.

Next.jsTypeScriptMistral APIDiscord.jsSQLite
Roundtable product preview
Roundtable icon
02 / Flagship

Roundtable

In Development

Turn AI coding sessions into reusable, reviewable workflows.

6+
Agent roles
1
Run views
Bounded
Repair loop

Roundtable gives local AI coding work a visible operating layer: turn a goal into a dependency-aware plan, coordinate specialist agents, and retain the handoffs, artifacts, review state, safety checks, and repair loops behind each delivery. It is built for a trusted operator who wants the work itself to remain inspectable instead of disappearing into a chat transcript.

Next.js 15TypeScripttRPCNextAuth
Akeso product preview
Akeso icon
03 / Flagship

Akeso

In Development

Plan around the energy you actually have.

20 sec
Daily check-in
Today
Plan horizon
Building
App status

Akeso helps people understand their daily energy and protect the work that matters most. A quick check-in informs an explainable energy map, a responsive day plan, and nutrition suggestions matched to the day and available ingredients. The public showcase is live; the companion mobile app is still in development.

ExpoReact NativeTypeScriptExpress
LensDex (镜库) product preview
LensDex (镜库) icon
04 / Flagship

LensDex (镜库)

In Development

A clearer way to choose camera gear.

2
Languages
New + used
Price views
Open
Research

LensDex, also known as 镜库, is a structured research companion for photographers. It brings together real camera and lens specifications, separate new and used price ranges, transparent editorial lists, ratings, reviews, and side-by-side comparisons—so gear decisions are informed by useful context rather than an endless product search.

Next.js 15TypeScriptPrismaPostgreSQL
FinalBoss product preview
FinalBoss icon
05 / Flagship

FinalBoss

In Development

Beat any exam with AI.

150+
Users
96%
Gross margin
A$39
Pro plan

FinalBoss is a focused AI study product used by 150+ users: one workspace per exam, upload or paste notes and past papers, generate mock exams or practice sets, then use an AI tutor to identify weak spots without simply giving away answers. The business model is already mapped with free, basic, and Practice Pro tiers, Stripe subscriptions, Firebase auth, and a campus-first UNSW launch plan.

Next.js 16FirebaseStripeAnthropic
Chrono-Map: Sydney Layers product preview
06 / Flagship

Chrono-Map: Sydney Layers

Live

One map to understand the story behind every place.

50+
Places
2
Languages
3D
Map mode

Chrono-Map is a production-grade place-discovery experience that combines a 3D Mapbox map, editorial storytelling, bilingual content, and then-and-now image comparisons. Sydney is the first content layer, but the data model is designed to scale into more cities, route planning, QR plaques, film-location tours, and cultural institution partnerships.

Next.js 16React 19Mapbox GLTailwind CSS
Chiron Prompt Enhancer product preview
07 / Flagship

Chiron Prompt Enhancer

Live

Augment-style prompt enhancement, inside the terminal.

Ctrl+E
Shortcut
6
Modes
$0
Cost

Chiron scans a repository, reads relevant files and git state, then rewrites rough developer requests into scoped execution prompts. It ships as a Gemini CLI slash command, an optional double Ctrl+E overlay, and a reusable Claude Code command, giving terminal-first builders an Augment-like enhancement flow without locking them into a heavyweight IDE agent.

Node.jsGemini CLIClaude CodeJavaScript
/ 02

Everything else

11 total
  • Fake News Detection

    EducationCompleted

    UNSW academic group project comparing TF-IDF, BiLSTM, and title-only BERT on 44,267 labelled English news articles.

    PythonPyTorchHugging Face TransformersBERTScikit-learn
    View dataset (opens in a new tab)
  • EgoTrace

    AI & AutomationIn Development

    AI-powered second brain and smart calendar for habit building, time management, and team collaboration.

    Next.js 15React 19PrismaTailwind CSSCapacitor
    Open (opens in a new tab)
  • Study Materials

    EducationLive

    Interactive study notes and resources for UNSW Computer Science students with bilingual content and data visualisations.

    HTMLCSSJavaScriptTailwind CSSChart.js
    Open (opens in a new tab)
  • Discord Bot

    AI & AutomationLive

    A versatile Discord bot with custom commands, moderation tools, and interactive features for community engagement.

    Node.jsdiscord.jsJavaScript
    Open (opens in a new tab)