Our Driver Monitoring System (DMS) is an advanced in-cabin safety solution designed to detect signs of drowsiness and distraction in real time. Using a camera-based approach, it analyzes facial cues such as eye openness (PERCLOS), blink and yawn patterns, head position, and gaze behavior to identify early indicators of fatigue or loss of attention.

By continuously monitoring these signals, the system can alert the driver before a dangerous situation develops, supporting safer driving and reducing the risk of accidents. It’s a lightweight, real-time solution adaptable to different vehicles and environments, offering an effective layer of safety without interrupting the driving experience.

Kairos is an AI-powered conversational kiosk designed to bring natural, human-like interaction into public and commercial spaces. Through an expressive on-screen avatar, it lets people ask questions, get guidance, and access services simply by speaking, without a confusing UI, just a fluid conversation.

Each Kairos unit can be tailored to its environment with custom personalities, languages, and roles, whether it’s assisting travelers, supporting customers, guiding visitors, or collecting information. When idle, it can display dynamic content or interactive prompts to attract attention. The goal is simple: make digital assistance feel intuitive, accessible, and engaging for everyone.

We developed a data-driven analysis system to understand and predict the life cycles of medical drugs in the market. By examining historical datasets, covering launch patterns, adoption curves, peak usage, and decline phases, we identified the key factors that shape how drugs perform over time, specially during the end of their life cycle.

Using machine learning models, the system can forecast future market behavior for new or existing drugs, helping organizations anticipate demand, plan strategies, and make more informed decisions. It turns complex market dynamics into clear insights for the pharmaceutical sector.