Machine Learning​ and AI

Gamma Squared provides expert Machine Learning (ML) and Artificial Intelligence (AI) consulting and engineering services that help businesses build advanced ML systems, deliver next-gen products, and modernise their internal workflows.

In the current landscape of technology, Machine Learning (ML) and Artificial Intelligence (AI) stand as the cornerstones of innovation and progress. We are committed to empowering businesses with advanced ML and AI capabilities, enabling them to revolutionize their operations, products, and services.
Our approach to ML and AI encompasses a comprehensive range of techniques and methodologies, from simple statistical methods to modern neural network architectures such as transformers and diffusion architectures. We specialize in customizing these technologies to fit specific business needs, ensuring that our solutions are not only cutting-edge but also highly relevant and practical.
Furthermore, one of our core values is the emphasis on realistic AI – the notion that an intelligent system should bring value to the business in a realistic, measurable, and predictable way.


Use cases

By integrating ML and AI into your business, you can unlock new levels of innovation, operational excellence, and competitive advantage. These are common use cases and are by no means an extensive list of potential ML and AI applications. We offer consulting and engineering services in a significantly broader area, including bespoke cases.

ML Models

Model business-critical data to analyse past processes or perform an ad-hoc prediction of incoming data streams. Applications vary from simple classifiers to multi-step process modelling. Employ models from simple neural networks to transformer-based diffusion models to power a state-of-the-art ML system.

Time-series analysis

A significant portion of today’s data streams are in the form of time series. From weather through retail performance to stock market tickers. Applying ML methods can help you analyse patterns and forecast future values.

Data Processes

All current and future ML processes of a business are fundamentally affected by the level of the company’s data maturity. Most companies benefit from an improvement in the way they collect, annotate and process data, both on technical and organisational levels.

Demand Prediction

Forecasting future demand is essential for businesses in the fields of hospitality, manufacturing, and comerce. Integrating a ML workflow that estimates demand can improve and elevate these processes.

Multi-sensor systems

While many tasks require careful planning and consideration by an expert, some workflows can be automated using the help of AI models. This would allow experts to focus on what they are best at without performing menial and tedious tasks.

Environmental

Employ ML systems to elevate your environmental applications. Leverage multi-faceted data streams (sound, temperature, air polution and features, lidar, and image) to build systems for earth observation, monitoring, pollution/flood prediction, etc.

Realistic AI

Evaluate your ML systems against a realistic set of benchmarks following rigorous experimental protocol. Going beyond the hype of AI, and the misleading ways of evaluating a ML model is the only way to move forward with realistic and reliable AI.

Smart Manufacturing

From predictive maintenance, through smart factories, to supply chain optimisation, there are many ways to optimise and improve the performance of a manufacturing process.

How can we help

ML and AI Consulting

We provide consulting services to help companies integrate realistic ML and AI solutions into their existing products, start green-field projects, or as specialised expertise for internal deep tech or AI teams.

ML Engineering and Development

We build tailor-made ML solutions, working with the executive and technical teams to ensure high level of efficiency and integration.

Corporate Training

We train technology teams to improve their ML, AI, and data science expertise, driving new ML projects from within the company.

Data Processes and MLOps Audit:

Get a full evaluation of your current ML systems, DataOps and MLOps, from technical, scientific, business and operational points of view. We will produce a comprehensive report with recommendations on areas of improvement, as well as a realistic evaluation of what is going well.

Start today

Book a strategy call, where we will dive deeper into your specific problem and assess whether Gamma Squared ML and AI consulting services are the right fit for your company. We will ask questions about your business goals, the customer segment you want to address, and data and technological maturity.

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