Fransdana Nadeak
Data Scientist | AI Innovator in Telco
Jakarta, Indonesia
Actions
Fransdana Nadeak is a Data Scientist passionate about applying AI to real-world challenges in the telecommunications industry. He is the creator of Towerbucks, a geospatial AI engine for tower profitability, and has shared his expertise as a speaker and mentor in data science communities.
Area of Expertise
Topics
Towerbucks: Driving Tower Profitability with Geospatial AI
Telecommunication towers are at the heart of digital connectivity, but not all towers are equally profitable. Traditional approaches to tower management often overlook the power of location intelligence and external data sources.
In this session, we introduce Towerbucks, a new AI-driven profitability engine that uses geospatial data, external datasets, and spatial-based modeling to evaluate and optimize tower performance. By combining factors such as demographics, competitor footprints, regional economics, and usage patterns, Towerbucks helps providers:
Predict which locations will drive the highest ROI.
Identify underperforming towers and unlock hidden revenue potential.
Support smarter investment and expansion decisions.
Attendees will gain insights into the technical backbone of spatial-based machine learning, challenges in handling geospatial big data, and practical lessons from bringing Towerbucks into real-world telco operations.
Whether you’re a data scientist, GIS specialist, or business leader, this session will show how AI + geospatial intelligence can reshape the future of telco infrastructure profitability.
Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers. If you suspect this profile to be fake or spam, please let us know.
Jump to top