Hi, I'm Kefan Xue, a marketing analytics and content strategy professional with hands-on experience in AI content evaluation, social media analysis, and data-driven decision making. I'm relocating to Berlin in November and looking to bring my skills in GA4, Python, SQL, and audience insights to a collaborative team delivering impactful marketing and product experiences.

Kefan Xue

Hi, I'm Kefan Xue, a marketing analytics and content strategy professional with hands-on experience in AI content evaluation, social media analysis, and data-driven decision making. I'm relocating to Berlin in November and looking to bring my skills in GA4, Python, SQL, and audience insights to a collaborative team delivering impactful marketing and product experiences.

Available to hire

Hi, I’m Kefan Xue, a marketing analytics and content strategy professional with hands-on experience in AI content evaluation, social media analysis, and data-driven decision making.

I’m relocating to Berlin in November and looking to bring my skills in GA4, Python, SQL, and audience insights to a collaborative team delivering impactful marketing and product experiences.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

English
Advanced
German
Beginner

Work Experience

AI Content Evaluator at Outlier
October 1, 2024 - Present
Designed and iterated prompts to improve AI model accuracy and contextual alignment; evaluated outputs against rubrics, identified issues (hallucinations, off-tone content), and proposed targeted adjustments. Developed domain-specific test questions to reveal weaknesses and summarized recurring errors to improve team workflows and model quality.
Content Creator & Account Manager at Rednote Freelance
August 1, 2021 - Present
Managed a lifestyle content account with 5,000+ followers, achieving over 30,000 views per post through engagement analytics. Led lead generation for UK brands using tracked content and UGC, and conducted audience experiments to refine formats and pacing.
Consulting Project Leader at University of Bristol
June 1, 2022 - October 23, 2025
Led social media analysis using Twitter data and GA4, tracking metrics such as CTR, session duration, and bounce rate. Performed keyword clustering and SEO insights, built audience profiles via sentiment analysis and clustering, and presented strategic recommendations that boosted engagement by ~30%.
Marketing Analyst Intern at Far East International Leasing
September 1, 2020 - October 23, 2025
Built automated dashboards using SQL and Excel, reducing monthly reporting time by ~40%. Supported sales with data-backed client materials and presentations; conducted market and competitor research to inform procurement decisions and supplier negotiations.
Media Executive at "Tale of the Chain" Fine Art Exhibition
September 1, 2023 - October 23, 2025
Supported offline marketing campaigns, including content planning, event logistics, and audience engagement tracking, contributing to over 300 attendees and high visitor satisfaction at the Tale of the Chain exhibition.
AI Content Evaluator at Outlier
October 1, 2024 - October 31, 2025
Prompt Design & Model Training: Created and iterated prompts to improve accuracy and contextual alignment for user-facing AI services. Evaluation & Error Diagnosis: Reviewed outputs for issues like hallucination and off-tone content, proposing targeted adjustments. Domain-specific Testing: Designed advanced questions in finance, management, and marketing to expose weaknesses and provide corrections. Team Feedback & Quality Optimization: Summarized recurring errors, produced structured reports, and suggested workflow refinements to boost efficiency and output quality.
Content Creator & Account Manager at Rednote Freelance
August 1, 2021 - October 31, 2025
Content Optimization: Managed a lifestyle-focused account with 5,000+ followers, achieving over 30,000 views per post through analytics-driven optimization. Lead Generation & Tracking: Collaborated with UK brands (real estate, education, retail) to generate qualified leads via tracked content and UGC. Audience Experimentation: Conducted small-scale tests to identify optimal content formats and pacing for viewer retention.
Consulting Project Leader at University of Bristol
June 1, 2022 - June 1, 2022
Social Media Analysis: Analyzed audience engagement on Twitter with cross-channel GA4 insights, tracking CTR, session duration, and bounce rate. Keyword & SEO insights: Performed keyword clustering and suggested SEO-friendly content structures. Audience Segmentation: Created audience profiles via sentiment analysis and clustering. Strategic Reporting: Presented findings and recommendations, leading to measurable improvements in audience engagement.
Marketing Analyst Intern at Far East International Leasing
September 1, 2020 - September 1, 2020
Data Automation & Reporting: Built automated dashboards using SQL and Excel, reducing monthly report preparation time by ~40%. Business Development Support: Prepared client meeting materials and data-backed presentations. Market Research: Conducted industry trend analyses and competitor research to inform procurement decisions.
Media Executive at "Tale of the Chain" Fine Art Exhibition
September 1, 2023 - September 1, 2023
Campaign Support: Assisted offline marketing campaigns with content planning, event logistics, and audience engagement tracking, contributing to attendance of 300+ attendees and high visitor satisfaction.

Education

MSc in Business Analytics at University of Bristol
September 1, 2021 - December 1, 2023
BSc in Finance at Chongqing University
September 1, 2017 - June 1, 2021
MSc in Business Analytics at University of Bristol, UK
September 1, 2021 - December 1, 2023
BSc in Finance at Chongqing University, China
September 1, 2017 - June 1, 2021

Qualifications

Dissertation: Research on User Engagement Behaviours on Social Media (TikTok) Based on the SIPS Model
January 11, 2030 - October 31, 2025

Industry Experience

Media & Entertainment, Education, Financial Services, Professional Services, Software & Internet, Retail