How we can help
We offer end-to-end, custom–built, innovative solutions that reflect your needs. We help to generate tangible benefits with Machine Learning, text mining, chatbots, computer vision and automation.
Comprehensive and tailored data architecture, cloud or on premises will help you shift your business capabilities to a new level. Our team can support you in getting there.
We help you grow your business using AI strategy, R&D, Data Management, Data Quality, Data Governance.
How we do it
As a starting point, we gather the requirements from all stakeholders, including the business and technology units. We conduct thorough research of state-of-the-art methods in academia and industry and create a tailored recommendation for the Proof of Concept. The final proposal takes into account both the impact and the feasibility.
We rapidly prototype different approaches, tune the parameters and assess the results on a subset of data. Given the trade-off between performance and complexity, we recommend the best model together with the outline of the final solution architecture.
We implement the tech infrastructure, build full-scale models on a complete dataset in the client’s systems with backend and frontend integration and test the model to verify the benefits. By the end of this phase, the MVP is up and running and we monitor the performance based on new examples. We can also use A/B tests to compare our results to your previous processes or models.
When we have the results of the pilot, we adjust the model and deploy the final version in production. We provide documentation and ensure knowledge transfer between our experts and the client. The key model metrics are being constantly monitored and we can retrain the model when the performance deteriorates.
MEET OUR EXPERTS
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. Parallel to my work, I am pursuing a PhD in Computer Science focusing on machine learning in bioinformatics and I have postgraduate management studies based on an MBA program.