developed a novel model routing framework involving data generation and finetuning a router LLM to switch to weaker LLMs when appropriate, reducing
cost by 20% without sacrificing performance
worked on LLM-based agent development, multi-agent workflows for software engineering, tool usage, code localization
integration of benchmarks, built evaluation harness
Software Engineer
🗺️: NAB Innovation Centre Vietnam
🕰️: 06/2023 - 10/2024
Research Member
🗺️: URA Research Group, Ho Chi Minh City University of Technology
🕰️: 12/2023 - 09/2024
📚:
develop a chatbot for university admission consultant, based on our in-house
LLMs Ura-Llama 🦙 and Retrieval-Augmented Generation (RAG).
work on semantic parsing from natural language (NL) to first-order logic (FOL)
as a stage in the question-answering with symbolic reasoning pipeline.