Independent Logistics & Transport Operator — security/risk-aware navigation and incident triage
Performed real-time operational risk assessment and navigation support while monitoring local security trends across multiple ride-hailing platforms. Although not a traditional data-labeling role, the responsibilities reflect structured decision-making outputs from situational observations in a high-density urban environment. This aligns to geospatial/routing-related intelligence tasks rather than annotation tooling. • Managed personal and passenger safety through ongoing route risk assessment. • Maintained vigilance during late-night, high-risk route operations. • Resolved real-time customer disputes to reduce incident risk. • Used GPS and local intelligence to navigate while tracking real-time security trends.