Javirus Senpai

Developer Internship - Corporate Strategy Planning and Management

MFEC Public Company Limited•  May 2024 - Present•  Chatuchak, Bangkok City, Thailand · Hybrid

- Fine-tuned local large language models using LoRA techniques to answer organizational questions using internal documents as the knowledge base. - Implemented Retrieval-Augmented Generation (RAG) with a vector database and reranker, enhancing LLMs' ability to access and utilize external knowledge. - Assisted in researching and evaluating the performance of embedding models, rerankers, and LLMs for translation tasks. - Developed a Streamlit web app for generating datasets focused on fine-tuning LLMs with Retrieval-Augmented Generation (RAG). - Developed a React.js and FastAPI app leveraging RAG and LLMs to align resumes with job openings, score applicants for efficient hiring, and match relevant job opportunities based on resumes.

Summer Research Internship - Bremen Spatial Cognition Center (BSCC)

University of Bremen•  May 2023 - July 2023•  Bremen, Germany

- Collaborated closely with Dr. Mihai Pormalan to gain expertise in Natural Language Processing (NLP). - Created a machine translation from human instructions to robot commands for navigational purposes. - Prepared the EGGNOG dataset and focused on gesture annotations for model training. - Developed a language model to anticipate intentions based on gesture annotations using the EGGNOG dataset.