I'm a Machine Learning Engineer driven by the TDD Goat spirit! π I have double major in Spanish and Information Science, blending my passion for languages and information systems. My curiosity about how languages form information led me to the fascinating world of machine learning. Currently, I'm working on NLP projects at ReturnZero, a company providing speech recognition engines.
π Get a glimpse of my life as an ML engineer:
- Dialogue Summarization: Exploring LLMs for chronological summarization of dialogue transcripts, overcoming their unique challenges and multiple topics.
- Reinforcement Learning with User Feedback: Investigating how human feedback can improve LLMs' direction and performance across various inputs.
- Statistical & Behavioral Testing for NLP: Developing effective, quantitative testing methods for LMs' suitability in downstream tasks and model stability evaluation.
- π― Applying Test-Driven Development (TDD) principles in the Machine Learning field.
- π I'm a proud polyglot with a B2 level in Spanish and a TOEIC score of 960. My favorite linguist is Steven Pinker!
- π Recently, I successfully led a full-scale seminar about LLM at my work.
- π» Contributing to the Korean NLP Open Cookbook in Pseudo-lab, a non-profit org.
- π I actively participate in our LLM study group, exploring innovative ways to use LLMs in the field of NLP at modue-lab.
Feel free to connect and collaborate. Let's push the boundaries of language and machine learning together! π