I am a product-oriented operations professional with over 12 years of experience in transit technology and more than 15 years of expertise in product management, company leadership, expansion strategies, P&L management, public speaking, and government lobbying.Throughout my career, I have dedicated myself to tackling real-world transit challenges, including:- Enhancing vehicle navigation and optimizing traffic density through advanced routing and ETA algorithms.- Developing real-time map matching algorithms for precise location tracking.- Geographical address classification and Point of Interest (POI) identification.- Improving POI data quality and enhancing map layers.- Utilizing image blending and deep learning techniques for street-level imagery.- Integrating and enhancing both dynamic and static public transit data.- Optimizing public transit routing and addressing station-level data challenges.- Enhancing public transit schedules and ETA predictions.- Developing traffic density algorithms.- Improving pedestrian and cycling route planning, as well as micro-mobility solutions.In the realm of angel investment and advisory, my focus lies in location-based applications i.e. social maps, discovery, data collection, and surveying. I also have a keen interest in deep tech solutions for location-based companies, including routing, data processing, and deep learning innovations. I am passionate about supporting software and solutions that address real-world issues related to vehicle mobility and the dynamic layers of our precious earth's geography.