Curriculum vitae awvmeijer@gmail.com  ·  +65 8860 2976  ·  Singapore (SGT)

Anthony Meijer

AI & Systems Engineer. I build AI systems for the physical world.

Profile

My background is in civil and environmental engineering. I now build data pipelines, detection models and AI agents: I can derive a method, build the software that runs it, and explain both to the people who use the results.

Availability

Open to roles and fixed-scope engagements. Remote-first, based in Singapore (SGT).

01 — Flagship Handed over · still running at NTU

3DREAMS@SG

For nineteen months I designed, built and operated the 3DREAMS@SG platform at NTU's Centre for Climate Change and Environmental Health: a real-time haze monitoring platform, with no playbook to inherit. Four sensor streams fused on a ten-minute clock, two detection stages on every window, and agents that alert before an episode reaches the ground. I ran the technical half of the demos and briefings that earned trust in it, and built the capabilities film shown when the centre's founding director presented the platform at the Regional Action Forum NTU co-hosted with the World Health Organization in June 2026. Handed over in full, the platform still runs today.

4Fused sources
2Detection stages
10yrNEA backfill
10Replay alerts, Feb 2026 episode (v1: 0)
5Geo-Hub viewports
Experience

AI & Systems Engineer

Feb 2025 to Aug 2026

Centre for Climate Change and Environmental Health, NTU · appointed Research Associate

  • Sole designer, engineer and operator of 3DREAMS@SG, a real-time atmospheric-intelligence platform run in production 2025 to 2026: sensor ingestion, Python pipelines, a PostgreSQL and DuckDB backend, Next.js dashboard, conversational alerting agents.
  • Built Teams and Telegram agents around a transport-detection algorithm with calibrated episode-probability scoring and a PBL-breakthrough forecast.
  • Built a traffic-emissions estimation system: vehicle detection from camera feeds driving MOVES-proxy emission factors, structurally validated against reference monitoring stations on diurnal shape and peak timing.

Data Science Programme (intensive)

Feb to Aug 2024

CoderSchool, Vietnam

  • Built a PyTorch deep-learning model forecasting CO concentrations from satellite remote sensing: full pipeline from cleaning to evaluation.

Researcher

Mar 2022 to Jan 2024

Singapore University of Technology & Design (SUTD)

  • Led life-cycle and material-flow analyses for academic and industry-linked projects, including externally commissioned work.
  • Published peer-reviewed research; presented to academic, industry and ministerial audiences.

Freelancer, self-employed

2021 to 2022

Netherlands, remote

  • Registered Dutch business (KvK) with an active VAT number.

Process Advisor (intern)

Oct 2018 to Jul 2019

KplusV, Netherlands

  • Advised public-sector and industry clients on sustainable urban development and circular economy, including the EU Horizon 2020 CINDERELA Living Lab.

Earlier roles

2014 to 2019

Singapore, Vietnam, Brazil

  • Visiting Researcher (MSc thesis), SUTD-MIT International Design Centre, 2019. Technical Advisor (intern), Deltares, Vietnam, 2016, on a World Bank coastal and flood-risk project. Technical Advisor (intern, BSc thesis), Le-Pham Investment Consulting, Vietnam, 2016.
  • Visiting Researcher, Can Tho University, Vietnam, 2015: presented to Lilianne Ploumen, Dutch Minister for Foreign Trade and Development, on behalf of HZ. Assistant Project Manager (intern), Odebrecht, Brazil, 2014 to 2015.
Selected work

Brains

A memory system for AI agents

Postgres · PGLite · local LLMs

Straat

Research desk that scores its own calls

FastAPI · Postgres 17 · React 19

Haze Transport Detector

Forecasting breakouts to street level · Doppler-LiDAR

NumPy · Signal processing

Traffic Emissions

Emissions measured from existing cameras

Computer vision · MOVES-proxy

AQ Forecasting

Satellite time series, honest lessons

PyTorch · Remote sensing

DDP Train Harness

Training runs that reproduce anywhere

PyTorch DDP · Slurm · CI
Stack

AI & ML

Python · PyTorch · scikit-learn · LLM agents · RAG · MCP · knowledge graphs

Backend & Data

FastAPI · PostgreSQL · DuckDB · SQLite · PGLite · real-time pipelines

Web & Visualization

Next.js · TypeScript · React · Three.js · Deck.GL · Mapbox · Plotly

Cloud & Automation

Vercel · Azure · Render · GitHub Actions · serverless & cron

Scientific

NumPy · SciPy · Xarray · signal processing · remote sensing · GIS

Education

MSc · Metropolitan Analysis, Design & Engineering

TU Delft / Wageningen UR (AMS Institute) · 2017–2019

BSc · Civil Engineering

HZ University of Applied Sciences · 2012–2017

Awards

Best Young Scientist Award · first runner-up

A.P. Hydro 2016 and the Vietnam Academy of Science and Technology · Sept 2016

Languages

Portuguese (native) · English (C1) · Dutch, Italian, Spanish (B1) · Chinese (elementary)

Available now: open to roles and fixed-scope engagements · remote-first, based in Singapore (SGT) Full case studies at anthonymeijer.dev