Technical Project Lead
Positium
Leading a nationwide mobility modelling prototype that turns mobile network data into actionable insights for planning and policy.
Impact:
- ● Led delivery of a 2-year nationwide mobility modelling prototype from discovery → prototype rollout.
- ● Product Management: Built and owned the PySpark aggregation and analytics platform, enabling use cases like migration and tourism statistics based on mobile positioning data.
- ● Introduced an unFIX-based operating model improving cross-functional throughput without adding process overhead.
- ● Coordinated government + private stakeholders to keep decisions moving across a multi-actor environment.
Context:
- ● Stakeholders: Government & enterprise partners
- ● Tech: Python, PySpark
- ● Domain: Mobile positioning data analytics / public-sector / data privacy & compliance / mobility modelling
Key Projects
Positium is a key partner in the Estonian nationwide mobility model prototype project. The agent-based model uses data from 10+ sources, including Statistics Estonia, public transportation services among others.
Impact
- •Drove design and delivery of a first end-to-end pipeline to model scenarios on infrastructure, public transportation and other use cases.
- •Engineering process setup for a team of 10 to deliver the system end-to-end from the early stage, ahead of the initial schedule.
- •Work with stakeholders and consortium partners to achieve the above.
See also
Designed a flexible operating model enabling cross-functional delivery without adding process overhead.
Positium had worked as a top-down led project house for years. The problem - that does not scale. I held workshops using unFIX patterns and agility and set up the practices to nudge a more self-organizing culture.
Impact
- •Reduced coordination drag across distributed teams by clarifying decision rights and interfaces.
- •Introduced and applied unFIX patterns to create a lightweight org structure that balanced autonomy with alignment. E.g Mission teams for deadline-critical work, Revenue Forum to ensure work is driven by revenue, not the loudest voice.
The World Bank funded projects in Mongolia and India focussed on statistics for tourism and migration.
This meant balancing hands-on technical leadership with stakeholder management in complex multinational environments.
Impact
- •Ensured timely delivery of documentation and methodology a for mobile positioning data usage.
- •Managed data aggregation platform deployment to local statistics and mobile operator premises, ensuring compliance with data regulations.
- •Coordinated engineering efforts and stakeholders across multiple geographies, ensuring technical quality while adapting to local requirements.
With a time-sensitive prototype delivery to a Saudi Arabian enterprise - nothing was off the table, including lending a hand with design and frontend work.
The prototype provided operational intelligence and data visualization and critical compliance metrics of the Hajj pilgrimage.