WHAT WE DO?
Our artificial intelligence solutions
HOW WE DO IT?
Artificial Intelligence is playing an ever more important role in business. Every year, we see a fresh batch of executives implement AI-based solutions across both products and processes. If you want to boost your business and have production-ready solutions, you need someone who knows how to do it.
We start with workshops and problem-solving sessions to thoroughly understand the challenge, define the scope and KPIs against which we will measure the success of the solution.
We identify various data sources, connect them, verify our understanding with the business unit and run exploratory data analysis to check the initial hypothesis and build up our business understanding with data-based reports.
We build up data pipelines that help us process and combine multiple data sources that are needed for the problem we are solving. We clean the data and prepare it in the format needed for modeling.
We develop machine learning algorithms for a specific task, optimise the parameters, verify multiple approaches or model types and train them on the data prepared in previous steps. We also take into consideration the complexity of the model.
Based on previously defined KPIs, we evaluate the model’s performance, run error analysis and identify areas for improvement and refinement of the model. This also helps us to better prioritise our work.
Deployment & monitoring
Once we select the final model, we deploy it in production and monitor the results. It is important to verify the results over time to make sure that the distribution of the input data and results do not shift.
Escape the pilot trap and focus on results
We combine the latest AI techniques with IT expertise to deliver production-ready solutions for your organisation. Our aim is to balance the solution performance with costs and business value through quick verification of the results using Agile methodologies. Every industry can be transformed with the power of artificial intelligence: unlock it through innovation, collaboration and best-in-class technical expertise with MLOps practices.
Image recognition & classification
Internet of Things
Fraud detection & analytics
Demand forecasting and inventory optimisation
Robotic Process Automation
Customer sentiment analysis
Personalisation at Scale
Chatbots and virtual assistants
MEET OUR EXPERT
In my work, I leverage both IT skills and business knowledge to run analytics projects in various industries such as telco, retail, automotive or banking.
My experience spans from building predictive models, scaling data science teams for startups and designing digital transformations for corporations.
I have completed postgraduate management studies based on an MBA program.
Artificial Intelligence & Machine Learning
A step-by-step guide to Computer Vision AutoML in Microsoft Azure
AI and machine learning in healthcare: transforming patient care and revolutionising medical research