Bennett Tai Email & Phone Number

Taipei City, Taiwan

Taipei, Taipei City, Taiwan

1. Orchestrated the transition from ETL to ELT architecture using dbt (Data Build Tool), significantly enhancing data pipeline efficiency and team collaboration.2. Responsible for the development of the company's AI chatbot,Led the development of the company's AI chatbot initiative, implementing a RAG (Retrieval-Augmented Generation) LLM pipeline utilizing OpenAI, Claude, and Gemini models. Integrated Langfuse for comprehensive monitoring and leveraged RAGAS for rigorous evaluation of the… Show more 1. Orchestrated the transition from ETL to ELT architecture using dbt (Data Build Tool), significantly enhancing data pipeline efficiency and team collaboration.2. Responsible for the development of the company's AI chatbot,Led the development of the company's AI chatbot initiative, implementing a RAG (Retrieval-Augmented Generation) LLM pipeline utilizing OpenAI, Claude, and Gemini models. Integrated Langfuse for comprehensive monitoring and leveraged RAGAS for rigorous evaluation of the system's performance.3. Pioneered the implementation of a comprehensive DataOps framework, incorporating GitLab for version control, robust CI/CD pipelines, and meticulous data governance practices.4. Architected and deployed an n8n-based workflow automation system, empowering marketing teams with data-driven campaign planning and streamlining departmental processes.5. Engineered custom Customer Data Platforms (CDPs) to optimize client marketing strategies, developing sophisticated algorithms for attribution modeling, customer segmentation, and recommendation systems. Show less

Taipei, Taipei City, Taiwan

Kdan Mobile is a global SaaS provider, whose work is supported by over 200 million downloads, and over 12 million active members worldwide.1. Leveraging data-driven insights to tackle complex business challenges and drive innovation, resulting in transformative product offerings (ADNEX).2. Creating visually captivating reports that have become indispensable tools for clients, empowering them in their day-to-day operations.3. Utilizing BigQuery for processing structured data… Show more Kdan Mobile is a global SaaS provider, whose work is supported by over 200 million downloads, and over 12 million active members worldwide.1. Leveraging data-driven insights to tackle complex business challenges and drive innovation, resulting in transformative product offerings (ADNEX).2. Creating visually captivating reports that have become indispensable tools for clients, empowering them in their day-to-day operations.3. Utilizing BigQuery for processing structured data and semi-structured data such as JSON.4. Responsible for integrating external APIs., including e-commerce backends, social tools (LINEOA, SMS, newsletters), and GA4, while leveraging BigQuery for efficient data storage, as well as designing ETL processes.5. Developed an automated system to extract data from Google BigQuery, format the results, and transmit them via the Skype API. This real-time reporting mechanism has significantly improved work efficiency and ensured timely updates.6. Experienced in building Customer Data Platforms (CDPs) to meet clients' specific needs and enhance their marketing strategies.7. Proficient in algorithm development, such as GA4 attribution models, customer segmentation, and recommendation systems.8. Diligently maintain and enhance documentation to streamline remote communication and minimize operational inefficiencies.9. Monitoring data sources to ensure uninterrupted and reliable data flow within the environments. Show less

Taipei City, Taiwan

iKala is a leading AI transformation solutions provider from Taiwan, with a mission to "enable AI competencies" of enterprises by providing AI-driven cloud management and MarTech solutions, to optimize their operational efficiency and increase customer engagement. iKala's solutions and SaaS products are available in 6 countries, enabling over 800 enterprises and top-tier brands, including Fortune 500 companies, to transform their business.1. Performing regular database maintenance and… Show more iKala is a leading AI transformation solutions provider from Taiwan, with a mission to "enable AI competencies" of enterprises by providing AI-driven cloud management and MarTech solutions, to optimize their operational efficiency and increase customer engagement. iKala's solutions and SaaS products are available in 6 countries, enabling over 800 enterprises and top-tier brands, including Fortune 500 companies, to transform their business.1. Performing regular database maintenance and management tasks.2. Continuously monitoring and analyzing data from social platforms, promptly computing relevant information.3. Tracking and evaluating the performance of the Auto-Label model.4. Providing data cleaning services to other departments and product managers.5. Independently analyzing data from social platforms and developing a machine learning model, specifically for Instagram Reach forecasting, achieving an accuracy rate of 82%.6. Conducting competitive analysis, ranging from functional comparisons to text sentiment analysis. Show less

Taipei, Taiwan

Data cleaning by using MySQL for Journal entry testing to check the completeness of client account statementAnalyzing data to extract the unbalanced issues.

Taipei City, Taiwan

Briefly cases, legal consulting

Taipei, Taiwan

Briefly summarize cases, documentation works

Puchong, Selangor, Malaysia

Taiwan

Taipei, Taiwan

Johor Bahru, Johore, Malaysia

Master'S Degree, Graduate Institute Of Accounting

Business intelligence and Data Analytics division

Bachelor'S Degree, Law

Accounting

CERTIFICATE IN ACCOUNTING TECHNICIANS