Now: Forward deployed engineer at Teqar, open to full-time roles

I build agentson solid backends.

Simon Nguyen, forward deployed and full-stack engineer in Melbourne. I ship AI into real operations, from the first workshop to on-prem.

View work
software-factory
Software Factory board: coding agent runs queued, planning, building and in review, with a plan waiting for approval
dailyos
DailyOS Today view: tasks, a focus goal and a day timeline
trustlane.house-of-imaginaries.com
TrustLane landing page: Hours back on every claim, over the claims dashboard
from-zero-to-hero
From Zero to Hero landing page with three app screens

Real builds, not mockups. Drag them around.

Top 1of 350+ teams at Agentic AI Build Week 2026
200+ hof reporting saved each cycle at Arcadian Digital
90%document autofill with under 2% audited error, on-prem
0.1 msrepeat answers from my Rust inference cache, down from 590 ms

I work on the part of AI that has to be right. Models reason, plain code checks the rules, and a person signs off. Then it ships into mine sites, agencies, workshops and live calls.

How I build every agent

Selected work

Six systems I built or led, with the numbers that came out of them.

All twelve projects
2026 / Voice agent / Hackathon win

Syncnapse

An AI teammate that joins live calls, knows when it is spoken to, and turns meetings into company memory a person approves.

Speech to textTurn detectionMonorepo
Top 1of 350+ teams
3call platforms: Meet, Teams, Zoom
NV
NathanCan we merge the router fix before Friday?
not for the agent
SN
SonSyncnapse, what did we decide about memory last week?
addressed, waiting for a pause
AI
SyncnapseMemory stays proposed until someone approves it. I have two waiting for you.
Illustration of the addressing router and floor controller
2026 / Agent workflows / House of Imaginaries

Trustlane

An AI warranty coordinator for EV dealers. Two bounded agents, compliance checks in plain code, voice calls to technicians, and a person signs every claim.

Bounded agentsElevenLabsSource-linked facts
33behavioural scenarios passed
9/9checks on the final walkthrough
TrustLane landing page and claims dashboard
2025-2026 / On-prem RAG / Client delivery via Teqar

Document AI

A privacy-first multi-agent assistant that assembles technical documents for a WA client, with every filled field traced back to its source page.

Llama 3.1olmOCRFAISSFastAPI
80 hof manual assembly cut to minutes
<2%audited error at 90% autofill
PDFspec.pdf
DOCXscope.docx
XLSXloads.xlsx

Technical outcome report

Design criteria
spec.pdf p.12
Scope of works
scope.docx §3
Load schedule
loads.xlsx B4:F40
Assumptions
spec.pdf p.30
Sign-off notes
needs a person
autofill90%
Illustration of the fill-and-cite flow. Client files stay on their network.
2026 / Agentic platform / Arcadian Digital

Edge

One data layer over 10+ marketing platforms for 20+ client accounts, used by 15 staff, with AI agents writing the client reports.

AI agentsIntegrationsNext.jsPlaywright
200+ hsaved each reporting cycle
10+platforms behind one layer
One data layerthen reporting agents
Plus Klaviyo, ActiveCampaign and Harvest
2026 / Inference server / Rust

RSDecider

A Rust inference server for decision models on ONNX Runtime. It coalesces duplicate requests, caches in two tiers, and sheds load before latency climbs.

RusttokioaxumONNX RuntimeRedis
0.1 msrepeat answers, from about 590 ms
100 → 1identical requests, one model run
100 clientscoalescermodel
590 ms
model run
~590 ms
cache hit
0.1 ms
model runs: 0 / answered: 0
2026 / Product design and build / IBM SkillsBuild concept

Zero to hero

A manager-first way for teams to learn AI at work: one protected hour a week for four weeks, plus private crews for people changing careers.

Next.jsConvexIBM Carbon
1 hprotected each week, set by the manager
2tracks: grow in role, change careers
From Zero to Hero landing page with app screens for the manager and crew tracks
House of Imaginaries home page: We build the things we dream about
The collective I build with

House of Imaginaries

A small collective of curious makers who turn half-asleep what-ifs into things you can hold, click and keep. Everything ships on GitHub first.

  • TrustLane Next.js, Convex, Agents SDK, ElevenLabs
  • RSDecider Rust, tokio, axum, ONNX Runtime
  • Scope Eattt SvelteKit, SSE, Postgres, Redis
Visit the collective

How I work

DailyOS Today view

I like being in the room with the people who will use what I build, then owning the backend that keeps it standing.

Let's ship something real.

Hiring a forward deployed or full-stack engineer, or need an agent working inside your operations? I reply within two working days.

nxuantuanminh@gmail.com

Get in touch