Member of UTS startup and I specialize in fine-tuning large language models (LLMs) to meet specific business needs, enriching the depth and accuracy of information provided. I develop embedding models and build Retrieval-Augmented Generation (RAG) chatbots to improve user engagement and interaction. With expertise in web scraping, data gathering, and data analysis, I support comprehensive, data-driven processes that enhance business outcomes.

During my internship at Optik, I co-led the team as a data engineer. I successfully deployed an Azure SQL Database, ensuring our data management was both robust and scalable. I developed server endpoints for smooth UberEats API integration, making our service more efficient. I also created an AI-integrated chatbot using advanced transformer model to make customer interactions more personalized and engaging. Additionally, I built a PowerBI dashboard to provide valuable insights for management.

GENI Technology (https://geni.asia) is a softwares providing services company and currently based in Thailand. As team administrator, I collaborated with cross-functional teams to seamlessly integrate SeaLion 7b, BERT, and GPT-3 into our AI healthcare platform. I enhanced our text-generating system by fine-tuning models for healthcare contexts, ensuring accurate and relevant responses. This led to our chatbot achieving a 95% accuracy rate in answering healthcare questions in SEA language.