Consultancy

SoftRobot is comprised of a highly specialised team focusing on applied ML & Data Science with extensive software development and information security expertise

Areas of expertise

AI modeling

We build professional model ensembles for or that combines textual, image/video and time series data. Ranging from specialised tasks in highly regulated industries to large broader tasks demanding support for many data types and features. Leveraging the best suited methods for the task within Generative AI, NLP/NLU and Computer Vision. Full cycle AI development including feasibility study, Proof of Concept, pilot, to production ready ensembles as well as updating models already in production.

Custom model ensambles

Pretraining, optimizations and tuning of models

De novo models and custom heuristic algorithms

Regulated industry standards

Professional ML development pipelines and MLOps

We set up professional AI development pipelines for current and future dev teams, including continuous training, data engineering and data pre processing tasks. Complete logging, monitoring and documentation setup for regulatory audits and compliance.

Professional ML prod and dev pipelines

Notebook, multiple GPU and dev logging setup

Working with any kubernetes orchestrated cloud

GDPR compliant production setups

Web and mobile applications

We construct complete web and mobile applications supporting both Android and iOS with React/React Native and Expo as well as Flutter depending on needs and preferences.

Python

Golang

React.js & React native, Dart & Flutter

Microservices

Lets talk