Taiwan
Currently as R&D engineer for AI/Big data team. Responsible for AI agent development, data engineering and backend service development. · Dual master degree in Computer Science/Sociology, with good cross-domain communication skills. · As a good team leader and player leads teams to win bigdata contest awards. · Experienced in LLM & AI agent development, AI model serving. · Proficient in data engineering(DB skill and ETL), backend development. · Familiar with DBMS(MongoDB, PostgreSQL, Redis). · Knowledgeable in AWS & GCP cloud service.
Machine Learning & Data Engineer – AI Agent for Advertising Targeting & Analysis Responsible for: - Implemented LLM - Utilized PyTorch/TorchServe for AI model - Designed system - Engineered data schema design - Built ETL / Big Data ecosystem - Created API gateway for AI agent - Utilized serverless framework
Dual master degree: Computer Science/Sociology
· Award: The Outstanding paper awards in 2020 TANET(Attachment: Accuracy 90% and F-Score 90%). · Utilizing Mongodb to connect visualization tool (ElasticSearch) to provide the trend of university programming courses to Researchers. · Applying BERT deep learning model to classify university programming courses.
· Developing novel deep learning models implement NLP solution for businesses. · Building completed data preprocessing and deep learning workflow for the project. · Fine-tune the model according the project need.