－ Spearheaded targeted sales strategies for data products, aligning with market demand and resulting in a 20% increase in sales among global map product companies.－ Negotiated and secured $1 million USD in annual partnerships, expanding the company's client base and boosting revenue by 40%.－ Led cross-functional teams in developing a pioneering platform integrating edge video analytics (DataFromSky) in Agile methodology, significantly enhancing real-time decision-making for large-scale… Show more － Spearheaded targeted sales strategies for data products, aligning with market demand and resulting in a 20% increase in sales among global map product companies.－ Negotiated and secured $1 million USD in annual partnerships, expanding the company's client base and boosting revenue by 40%.－ Led cross-functional teams in developing a pioneering platform integrating edge video analytics (DataFromSky) in Agile methodology, significantly enhancing real-time decision-making for large-scale event transportation management.－ Managed stakeholder expectations across sales, engineering, and executive teams, ensuring clear communication of product vision and roadmap.－ Rapidly acquired Transportation & EV domain expertise, optimizing EV station data sourcing processes and reducing acquisition time by 80%.－ Leveraged Python to analyze 15GB of real-time TomTom traffic data in just 5 minutes, improving data processing efficiency by 40% through optimized algorithms for Tableau visualizations of ad-hoc/regular reports. Show less

1. Technical Product Manager/Data Solution Architect [POI (Point of Interests) Refactoring]－ Implemented Agile methodologies to optimize the data development pipeline, reducing time-to-market by 50% through effective cross-functional team leadership in limited time resources.－ Architected end-to-end data solutions for an automated ETL pipeline for POI data and collaborated with cross-functional teams to build ETL processes using GCP, API, and Airflow, resulting in 80% improved data… Show more 1. Technical Product Manager/Data Solution Architect [POI (Point of Interests) Refactoring]－ Implemented Agile methodologies to optimize the data development pipeline, reducing time-to-market by 50% through effective cross-functional team leadership in limited time resources.－ Architected end-to-end data solutions for an automated ETL pipeline for POI data and collaborated with cross-functional teams to build ETL processes using GCP, API, and Airflow, resulting in 80% improved data accuracy, 90% faster processing times and 50% increased internal user satisfaction.－ Designed scalable data infrastructure to ensure efficient storage and optimal performance for large datasets. 2. Sr. Data Analyst [Footfall/Geolocation Analysis]－ Conducted comprehensive Footfall and POI data analysis using BigQuery and Tableau, delivering strategic insights that improved audience targeting by 40%.－ Developed automated data pipelines using Python and SQL, enhancing data accuracy by 20% and reducing processing time by 20%. Show less

－ Served as Subject Matter Expert for EAP regional team, providing critical guidance across POI, EV station POI, and Live Traffic projects.－ Optimized cross-functional communication, ensuring precise project scoping and timely data delivery, resulting in superior information quality and quantity.－ Prioritized data acquisition efforts based on user needs and market trends, balancing quality, coverage, and resource constraints.－ Designed and implemented automated web crawlers for POI… Show more － Served as Subject Matter Expert for EAP regional team, providing critical guidance across POI, EV station POI, and Live Traffic projects.－ Optimized cross-functional communication, ensuring precise project scoping and timely data delivery, resulting in superior information quality and quantity.－ Prioritized data acquisition efforts based on user needs and market trends, balancing quality, coverage, and resource constraints.－ Designed and implemented automated web crawlers for POI acquisition using SQL and Python within an ETL framework, reducing processing time by 90%.－ Spearheaded TomTom's digital transformation initiative for POI source acquisition, identifying and eliminating inefficient manual mapping procedures. Show less

－ Utilized SQL and SWOT analysis to evaluate the feasibility of acquiring long-term data benefits, resulting in annual savings of £12,000 and a 43% decrease in task lead time.－ Established automated data examination protocols as the control manager, leading to a 50% reduction in examination time. Provided training to ensure operational compliance.

－ Managed a project to create 50 GDPR-compliant web spiders for POI acquisition from major brands. Implemented Python for handling webpages, achieving £1100 in cost savings within 5 months.

－ Led digital transformation projects for government clients, revolutionizing spatial data-related websites and factory audit management systems.－ Conducted comprehensive system analyses and streamlined workflows, reducing manual paperwork and cutting operational efforts by 80%.