xMap is a generative ai location intelligence platformWe Focus on places where people spend time and develop tech products to empower societies. We collect, clean, enrich, validate, de-duplicate, and archive data so that our customers focus more on providing business value to their organization.

- Series B b2b location tech in Japan- Founded by university of Tokyo team- Built xPop, LocationMind SaaS product. - Designed a customer supporters program for early adopters - Established a team, hired and managed freelancers such as designers, dashboard developers, software engineers, content writers- Scaling the business to the Middle East and North Africa starting from Saudi Arabia.

Part of a research group at center of spatial information science, the university of Tokyo https://sdc.csis.u-tokyo.ac.jp/

Special President advisor at E-JUST focusing on connecting The University to Japan and Asia Pacific

We are building logistics services and solutions that will transform the MENA region.

Spatial data management: - Vector data assessment (Poi’s, road network, ... ) in term of accuracy and completeness. - Raster data management such as population maps (Geo-referencing, coordinate transformation, .... ) Last mile delivery / IoT solutions: - Realtime tracking of parcels / online map matching using hidden markov model- Dynamic routing of drivers (server side routing engine) - ETL operations on kafka stream to save insight on the fly - Machine learning modeling to predict parcel arrival time (ETA) on customer demand. - Offline analysis (as a cron job) and reporting of delivery behaviour such as ( average delivery duration per driver per day) Customer profiling: - Infer customer attributes from location history ( ex. home/work location) - Extract life style attributes ( Like running, commute long distance, full time worker) Geo targeting:- Target specific demographics within a location with nearby ads - Target customers within a geo-fence with distance and time to go to ads locations

Machine learning classification of transportation mode from location traces. Ex. feature engineering, model selection and evaluation

Spatial data mining, evaluation and modeling (SQL, Pandas … etc )