Chan Hee (Luke) Song송찬희

I am a junior computer science student at the University of Notre Dame graduating in May 2020. From Seoul, Republic of Korea, I've been blessed to live in the beautiful Notre Dame campus and gain experience as a computer science researcher.

Email  /  Github  /  LinkedIn

News

  • 05/2019: I'll be in Baltimore, MD for the summer as a visiting research scholar at the HLTCOE participating in the SCALE program.

Research

I am interested in machine learning, especially Natural Language Processing. I have experience in machine translation and word embeddings, and looking to explore problems in NLP before committing myself to a specific field. This summer I'll be at the HLTCOE working on handling label sparsity and inconsistency in Named Entity Recognition.

prl

Sentence Representation for Neural Machine Translation Systems
Chan Hee Song, David Chiang
06/2018 ~

Independent undergraduate researcher under supervision of professor David Chiang. I investigated the impact of sentence representation on neural machine translation to develop an optimal encoding mechanism that has a better trade-off between time and accuracy. I am using C, Python and PyTorch library to build encoder/decoder, modify neural machine translation system, and implement new equations.

prl

Verba Volant, Scripta Manent: Automatic Transcription of Medieval Latin Manuscripts
Undergraduate Research Assistant
01/2018 -> 05/2018
poster

Research assistant to the project which aims to find a novel method to process Vatican Secret Archives to transfer early Medieval Latin handwritten papers into a computer readable format. I analyzed various character recognition algorithm and used Python to build an auto analyzer tool for Optical Character Recognition systems

Work Experience
prl

Kyndi
Software Engineering Intern
01/2019 -> 05/2019

I migrated in-memory graph to external database by building a GraphQL server to interact with the external database using Apollo and Typescript. Also improved accuracy and representation of the knowledge graph by writing unique graph operations on a large knowledge graph.

Teaching
ND

Undergraduate Teaching Assistant, Fundamentals of Computing Fall 2018


Updated 04/2019
(borrowed heavily from here)