Sparkbit is a company that leverages its strong software engineering background and academic knowledge to partner with innovative businesses for developing advanced data-processing systems. They specialize in AI and machine learning, offering a full project life-cycle from dataset building to deployment. Sparkbit also focuses on architecture and backend systems for data analysis and R&D prototypes to solve unique problems, particularly those involving high-frequency data and time-series analysis. The company is known for its ability to handle complex projects across various industries, including military-grade communication tools, e-commerce systems, and driving analysis tools, by applying techniques from computer vision and natural language processing.