🚀 Corporate Research Experience with Vestiaire Collective 🚀I recently had the opportunity to collaborate with Vestiaire Collective, a leading global marketplace for pre-owned luxury fashion, on an exciting project focused on optimizing their marketing strategies using predictive analytics.🎯 Objective: Our team aimed to enhance customer engagement and reduce marketing costs by applying machine learning models. The focus was on identifying potential buyers and forecasting customer… Show more 🚀 Corporate Research Experience with Vestiaire Collective 🚀I recently had the opportunity to collaborate with Vestiaire Collective, a leading global marketplace for pre-owned luxury fashion, on an exciting project focused on optimizing their marketing strategies using predictive analytics.🎯 Objective: Our team aimed to enhance customer engagement and reduce marketing costs by applying machine learning models. The focus was on identifying potential buyers and forecasting customer lifetime value (LTV) over a six-month period.🔍 Approach:We analyzed extensive datasets on member activities and purchase behavior, creating meaningful features for our models.Utilizing machine learning (LightGBM), we developed models to predict purchase probability and LTV, allowing more targeted and efficient marketing efforts.💡 Outcome: The project has helped Vestiaire Collective personalize marketing strategies, significantly reduce costs, and improve customer engagement. It was an amazing learning experience that deepened my knowledge of data science applications in luxury e-commerce.Special thanks to my teammates, mentors, and Vestiaire Collective for this invaluable experience! 💼📊 #DataScience #MachineLearning #LuxuryFashion #PredictiveAnalytics #MarketingStrategy Show less

1. Developed an automated retail finance workflow using Microsoft 365Implemented a retail finance report system for 60 boutiques using Power Automate and SharePoint.Achievement: 100% completed the infrastructure for an automated system flow, including e-signature processes and error notifications via automated Outlook emails.2. Managed Accounts Receivable for Buccellati and played a pivotal role in establishing the SAP systemTested, mapped and communicated with Italian SAP… Show more 1. Developed an automated retail finance workflow using Microsoft 365Implemented a retail finance report system for 60 boutiques using Power Automate and SharePoint.Achievement: 100% completed the infrastructure for an automated system flow, including e-signature processes and error notifications via automated Outlook emails.2. Managed Accounts Receivable for Buccellati and played a pivotal role in establishing the SAP systemTested, mapped and communicated with Italian SAP vendor for 3 monthsAchievement: Effectively debugged system errors, ensuring a smooth SAP system launch3. Produced monthly budget allocation reports with business intelligence toolAssisted the financial analyst to make report for CFOAchievement: Enhanced the report template for improved insight and clarity by integrating Excel and SAP. Show less

1. Managed PR for Montblanc and Leica Camera, analyzing 2000+ pieces exposure data to formulate effective strategies. Achievement: Increased Montblanc’s annual exposure by 10% and Leica's social media presence by 50%.2. Executed product loaning and influencer seeding plans to boost multi-channel exposure.Achievement: Established connections with over 20 prominent Taiwanese photographers, generating over 100 social media posts for Leica.3. Assisted in organizing and… Show more 1. Managed PR for Montblanc and Leica Camera, analyzing 2000+ pieces exposure data to formulate effective strategies. Achievement: Increased Montblanc’s annual exposure by 10% and Leica's social media presence by 50%.2. Executed product loaning and influencer seeding plans to boost multi-channel exposure.Achievement: Established connections with over 20 prominent Taiwanese photographers, generating over 100 social media posts for Leica.3. Assisted in organizing and promoting events for clients including Cartier, Asahi Beer, and Taipei Fashion Week.Achievement: Achieved full booking (2000+ customers) for Asahi Beer pop-up restaurant within 3 hours and facilitated a turnover of over 1 million€ for Cartier High-Jewelry. Show less

1. Systematized over 100 storage items with a specific index for Visual Merchandising for key wholesale distributors.2. Organized 10,000+ client data to identify VIPs across various levels. 3. Coordinated the annual product press event.

1. Managed 4 different Facebook fan clubs with monitoring dashboard.2. Researched new marketing technologies, business opportunities, and competitor strategies.3. Supported project managers in communication planning and sponsorship development. 4. Independently organized branding events, including collaborations with Nike for the Sneakerhead Party and Italian Gentleman Party.

I were usually as a docent in every each exhibition, learning how to communicate with people and enhancing my view of art pieces.

1. Finding stylish people in my campus and share their style through the FB fanpage to the students in our NTU.2. Brainstormed interesting projects to grow our fanpage exposure and enhance the brand value.

1. Social Media Essay2. Editorial Assistant