Chiwan Park

A software engineer @ Kakao Corporation

I’m a software engineer at ART (Advanced Recommendation Technologies) team of Kakao Corporation where I’m building recommender systems and machine learning applications for various mobile and web services of Kakao. Before joining Kakao ART team, I did some research on large-scale graph processing using distributed systems under guidance of Prof. U Kang at Seoul National University. Here is my full Curriculum Vitae.

News

Education

Master of Science in Computer Science and Engineering

Mar. 2016 - Feb. 2018 Seoul National University, Seoul, Korea

Bachelor of Science in Earth System Sciences
Bachelor of Engineering in Computer Science (double major)

Mar. 2010 - Feb. 2016 Yonsei University, Seoul, Korea

Publications

PegasusN: A Scalable and Versatile Graph Mining System

Ha-Myung Park, Chiwan Park, and U Kang. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) 2018, New Orleans, Lousiana, USA. (Demo Paper) [homepage (code)]

PMV: Pre-partitioned Generalized Matrix-Vector Multiplication for Scalable Graph Mining

Chiwan Park, Ha-Myung Park, Minji Yoon, and U Kang. arXiv:1709.09099 [cs.DC] Sep. 2017. [paper]

A Distributed Vertex Rearrangement Algorithm for Compressing and Mining Big Graphs

Namyong Park, Chiwan Park, and U Kang Journal of KIISE, Vol. 43, No. 10, pp. 1131-1143, 2016. [paper] [homepage (code, dataset)]

Projects

Recommender System on Videos of oksusu application

Keywords: Multi-model Recommender System, Deep Learning, Word2Vec Jul. 2017 - Feb. 2018 SK Telecom Media IT Lab., Seoul, Korea

Development of Distributed Machine Learning Algorithms

Keywords: Apache Spark, Distributed DBSCAN, Linear Discriminant Analysis, Incremental PCA Apr. 2016 - Dec. 2016 SK Telecom Big Data Tech Lab., Seongnam, Korea

High Performance Big Data Analytics Platform Performance Acceleration Technologies Development

Keywords: Apache Hadoop, Apache Spark, Distributed Graph Processing, Matrix-Vector Multiplication Mar. 2016 - Mar. 2018 UNIST, Ulsan, Korea

Teaching Experiences

Teaching Assistant of Basic Math for Big Data

Big Data Institute in Seoul National University, Summer 2017

Teaching Assistant of Introduction to Data Mining

Seoul National University, Spring 2017

Teaching Assistant of Data Structures

Seoul National University, Fall 2016

Extra Activities

System Administrator in SNU Data Mining Lab.

I managed 3 web servers, 17 machines equipped Hadoop cluster, and 5 GPU-installed machines with LDAP authentication. Mar. 2016 - Mar. 2018

Homepage Administrator of SNU Data Mining Lab.

I managed our lab homepage built on CodeIgniter and PHP. Mar. 2016 - Mar. 2018

Committer of Apache Flink

I have contributed to Apache Flink, a scalable distributed data processing framework, as a committer. Nov. 2014 - Present