Anthony Meijer
AI & Systems Engineer. I build AI systems for the physical world.
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.
Open to roles and fixed-scope engagements. Remote-first, based in Singapore (SGT).
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.
AI & Systems Engineer
Feb 2025 to Aug 2026Centre 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 2024CoderSchool, 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 2024Singapore 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 2022Netherlands, remote
- Registered Dutch business (KvK) with an active VAT number.
Process Advisor (intern)
Oct 2018 to Jul 2019KplusV, 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 2019Singapore, 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.
Brains
A memory system for AI agents
Postgres · PGLite · local LLMsStraat
Research desk that scores its own calls
FastAPI · Postgres 17 · React 19Haze Transport Detector
Forecasting breakouts to street level · Doppler-LiDAR
NumPy · Signal processingTraffic Emissions
Emissions measured from existing cameras
Computer vision · MOVES-proxyAQ Forecasting
Satellite time series, honest lessons
PyTorch · Remote sensingDDP Train Harness
Training runs that reproduce anywhere
PyTorch DDP · Slurm · CIAI & 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
MSc · Metropolitan Analysis, Design & Engineering
TU Delft / Wageningen UR (AMS Institute) · 2017–2019
BSc · Civil Engineering
HZ University of Applied Sciences · 2012–2017
Best Young Scientist Award · first runner-up
A.P. Hydro 2016 and the Vietnam Academy of Science and Technology · Sept 2016
Portuguese (native) · English (C1) · Dutch, Italian, Spanish (B1) · Chinese (elementary)