Fu F.

Key Skills

Software

Don't disclose

Top Subject Matter

Logistics Domain Expertise

Transportation Domain Expertise

ride-hailing service quality

Top Data Types

Document

Text

Top Task Types

Data Collection

Freelancer Overview

Research Assistant — Ride-Hailing Service Quality Assessment (Ningbo). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Master of Engineering, Ningbo University of Technology (2025) and Bachelor of Engineering, Ningbo University of Technology (2025). AI-training focus includes data types such as Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Research Assistant — Ride-Hailing Service Quality Assessment (Ningbo)

Don't discloseDocument

Supported a Ningbo ride-hailing service quality assessment by processing platform-provided data and evaluating service-quality indicators against project requirements. Conducted cross-source factual checks, identified mismatches in figures or terminology, and prepared findings for supervisory review. Translated review outcomes into structured report-ready deliverables aligned with the study’s guidelines. • Reviewed and validated service-quality metrics across multiple data sources. • Flagged inconsistencies in numbers, wording, and logic for remediation. • Packaged evidence and summaries for an annual sector evaluation report. • Followed detailed guideline-based checklists during data quality review.

2025 - 2026

Project Contributor — Hazardous-Goods Transport Inspection Report Review (Ningbo)

Don't discloseDocument

Reviewed a hazardous-goods transport inspection report with a focus on factual accuracy and consistency of terminology. Checked section-level wording clarity to ensure the document met review guidelines. Produced review findings suitable for documentation-quality assurance. • Verified factual correctness in the inspection report text. • Ensured terminology consistency across sections. • Improved or flagged unclear wording at the section level. • Followed guideline-based review criteria for compliance quality.

2025 - 2025

Research Assistant — Chartered Bus Demand Forecasting (Beilun District, Ningbo)

Don't discloseDocumentData Collection

Assisted chartered-bus demand forecasting work by organizing historical operation records and enterprise-side datasets according to the project’s structure. Performed preparation tasks that supported downstream analysis and planning discussions. Ensured the packaged inputs were consistent and usable for projection development. • Organized and cleaned historical operational records for forecasting inputs. • Compiled enterprise-side data to support demand estimation. • Prepared projection-ready materials for capacity-planning meetings. • Coordinated dataset organization tasks following project instructions.

2025 - 2025

Education

Work History