A Bio big data scientist in genomics and neuroscienceProjectsGenomics1. Korea4k: Analysis of 4 thousands whole genome sequencing data with clinical information2. Ulsan Genome Regulation Free Zone project- Building up a HW and SW infrastructure to analyze and commercialize 10k Korean genomes: performed for Ulsan metropolitan city 3. Infectomics- Time-repeated Multi-omics (RNASeq, MethylSeq, WGS and ATACSeq) analysis for CoVID19 patients.4. Korean oral microbiome reference genome project- collecting over 2k Korean oral microbiome for reference.Neuroscience:1. MotorGAN : An implicit generative model framework to model the brain's predictive motor control2. A Bayesian causal inference model for the motor learning and adaptation3. closed Loop transcranial alternating current stimulation4. Augmented manipulation ability in humans with six-fingered hands5. Genetic control of Mice ultrasonic vocalization6. Thalamic control of the Parkinsonian symptoms of the model mice.Expert onGenomics:- Multi-omics Analysis- Pipeline building- Data standardizationComputational modeling: - Bayesian inference model - Generative Adversarial Network Experiments:- Digital signal acquisition and analysis - Analysis of sequential data- Statistical analysis and visualization- Human and Animal Behavioral/Electrophysiological Experiments SkillsProgramming skills, Expert (can build a system from scratch)- python (numpy, scipy, matplotlib/seaborn, pandas, python scripts)- Matlab- Tensorflow, generative adversarial network(GAN), Reinforcement Learning- Bayesian modeling- Digital signal recording and processing (EEG, EMG, motion capture)- Real-time electrical signal generation and stimulation - Statistics/ Bayesian statistics and tests- Data Analysis (PCA, informational analysis)Programming skills, experienced (can investigate, modify and troubleshoot)- Linux Administration (Program and servers setup)- DB programming (pySQL)- git, svn- Simulink- VIM- Robot OS environment- Hierarchical Temporal MemoryExperiments- mice and human behavioral experiments- mice and human electrophysiological experiments (EEG, EMG)- mice genetics - human motion capture experiments