Services

A LIST OF SERVICES

We're here to help.

We know from our own past that sometimes building and managing ML software can be very painful. Let us help.

1. process-icon

Data engineering

We provide support in designing and enriching datasets required for model training and building robust data pipeliness for production use.

2. process-icon

Model training

Using our expertise in building highly performing models from scratch or by finetuning our pre-trained state-of-the-art models for your use.

3. process-icon

Model deployment

We optimize prediction latency and our Cuda-ready containers help you to achieve required scalability and avaibility whether the target is high compliance on-prem edge device, mobile/cloud app serving millions of users.

4. process-icon

Continuous Integration

Use our CI-ready model servers or let us enhance your system to automatically create logs for monitoring, support for version control and update itself to latest available model right after the tests are passed.

icon

ML Application development

  • Android & iOS applications
  • Cloud API's & FaaS
  • On-prem & Edge computing
icon

Ad-hoc problem solving

  • Finetuning model accuracy
  • Optimizing model serving
  • Pipeline redesign to remove bottlenecks
icon

Process development

  • Monitoring, Version control & Tests
  • Containerization & Parallelization
  • Approriate tools and frameworks

We embrace our core expertise

We've spent the last decade in building and debugging cutting-edge software. Along the way we have gained deep expertise. To name a few:

  • Tensorflow
  • Python, C & C++
  • Kubernetes
  • OpenCV
  • TF Serving & TensorRT
  • Cuda, Cudnn & MPI
  • Horovod, CuPy, Ray & Dask
  • LIME

Let's make real ML applications that work.

Contact us

Supported Infrastructure

We believe people should be able to use the infrastructure they like. That's why our products are designed to work with any infrastructure! Use MarshallAI products on any public cloud or in your private data center, hybrid environment, virtualized or bare metal.

logo
logo
logo
logo
logo
logo
logo
logo
logo
logo
logo
logo