Tim Liao

With over 2 years of experience as a backend engineer and AI data engineer, I have participated in the development of 2 large-scale app projects and a big data cloud-based system. Possessing the ability to lead a team of 5 engineers in project development, I have successfully spearheaded multiple software process improvement plans. Proficient in the Python language and both NoSQL and SQL databases, I am familiar with GCP, AWS, and MongoDB Atlas cloud services and adept at proposing practical engineering solutions. My experience includes developing application systems using AI models, with a focus on the data preprocessing stage, such as EDA or ETL, in AI data processing. I also have extensive communication and collaboration experience with operations teams.

• Developed a face-swapping AI model for video calls: Implemented an AI model that allows users to swap faces during video calls, enhancing the user experience and offering a fun, interactive feature.
• Developed a stock market prediction AI model: Created an AI model capable of predicting stock market dynamics based on various factors. Utilized ChatGPT to generate more complex parameters, such as market news sentiment indicators, to improve the accuracy and reliability of the predictions.