Building Smart Apps
What We Do
Rubik’s Code is a boutique data science and software service company with more than 10 years of experience in Machine Learning, Artificial Intelligence & Software development. For more than a decade we provide cutting edge solutions to various industries, including healthcare, pharma, finance and supply chain. What we do, primarily, is combining data science and software development and placing them under one ‘outsourcing umbrella’, i.e. providing them as a service. Our main goal is to close the ‘Business – Data – Software’ circle. We look at that from the following angle: business creates a lot of data, which we can analyze and, based off of those findings, develop a data-driven solution (Machine Learning/Deep Learning/Reinforcement Learning), web application, or combination of these two. On this path, we are able to cover all steps from analyzing the data and building machine learning and AI models to developing custom-tailored enterprise solution that will utilize them. To sum it up, we have learned how to gather data from the business and use it to create great software products.
Data and Business Analysis
• Sourcing and retrieval of data
• Finding and scraping data
• Preprocessing, cleaning and structuring data
• Data Visualisation
• Exploratory data analysis
• Image resampling and noise reduction
• Video noise reduction and stabilization
• Signal data preprocessing
• Database (SQL and NoSQL) integration and management
AI and Machine Learning
• Predictive modeling – SVM, regression, Neural Networks, Reinforcement Learning, etc.
• Image and video – recognition, segmentation, motion detection, etc.
• Neural Language Processing – OCR, embeddings, sentiment detection
• Anomaly Detection
• Database Management – SQL, PostgreSQL, MongoDB, Redis
• Backend Development – Python, Java, .NET Core, NodeJS
• Frontend Development – Django, React, Angular
• Mobile Applications