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Inhee Park, PhD (Computational Protein / Machine Learning Engineer)
Resume
Biotech
Computer Science
[Published] Multi-Agent Deep Reinforcement Learning for Walker Systems
2020-12-15
https://iparkirk.github.io/projects/drl/
ipark
#AI
#Thesis
#DRL
#PPO
#MADRL
#Actor-Critic
Power of BTS ARMY for Social Change Envisaged by Twitter Network Analysis
2020-11-05
https://iparkirk.github.io/projects/sna/
ipark
#BTS
#ARMY
#BLM
#Social Network
#Twitter
#Louvain
#Dynamic Network
#Semantic Network
#Power Law
#Local Bridges
##MatchAMillion
GNT Market Full Stack Web App
2020-08-05
https://iparkirk.github.io/projects/gntmarket/
ipark
#Full Stack
#Web App
#MySQL
#Tomcat
#Bootstrap
#Java Servlet
Harnessing the Malware Detection ML Models using Deep Reinforcement Learning
2020-05-28
https://iparkirk.github.io/projects/malwareevasion/
ipark
#Malware Evasion
#Malware Detection
#Deep Reinforcement Learning
Lighter, Faster Semantic Segmentation by Post-Training Quantization and Quantization-Aware Training
2019-12-05
https://iparkirk.github.io/projects/deeplab/
ipark
#Semantic Segmentation
#Deep Learning
#MobileNet
#DeepLabV3+
#Quantization
#Tensorflow
#Tensorflow Light
#Computer Vision
#AWS
Semantic Textual Similarity Using Transfer Learning and Embeddings
https://iparkirk.github.io/projects/sts/
ipark
#project
#DL
#STS
#Pytorch
#BERT
#Embeddings
#NLP
Sentiment Analysis Using Machine Learning and Deep Learning
https://iparkirk.github.io/projects/sa/
ipark
#project
#DL
#Sentiment Analysis
#Tensorflow
#BERT
#Embeddings
#NLP
#Word2Vec
#TF-IDF
#SVM
#Naive Bayes
The Blowfish Block Cipher System
https://iparkirk.github.io/projects/blowfish/
ipark
#project
#cryptograph
#blowfish
#block cipher