Research meets craft

Neural Forge is an applied research company at the intersection of machine learning, data science, and real-world impact. We build intelligent systems that solve problems people actually have.

We don't chase trends. We forge tools. From predicting wildfires using satellite data to analyzing terrain with LiDAR, from digitizing archival records with document AI to building conversational agents for public services. Our work is grounded in data, validated by research, and built to last.

Approach

Research-first

We start with the data and the problem, not the solution. Every model earns its place through validation.

Full-stack ML

From data collection to model training to frontend visualization. We own the entire pipeline.

Infrastructure-aware

We build and manage the GPU clusters our models run on. k3s, Flux CD, bare metal.

Open standards

PostGIS, GeoTIFF, Parquet, ONNX. We build on formats and tools that outlast us.

Team

MR

Martim Ramos

Machine Whisperer

Teaches machines to see fire, read terrain, and understand forgotten documents. Builds the infrastructure they run on. Based between Lisbon and Santa Clara-a-Nova.