施佩妏 Pei-Wen Shih

Experience

TSMC IT Engineer,Dec 2020 - Present

RPA Uipath Developer
  • Developed the workflows as per user requirement
  • Developed customized activities and libraries for users easier to create their automation
  • Used Orchestrator for deployment, monitoring and management of UiPath Robot activity
  • Deployment of robots on VM, Uipath installation and infrastructure test
Experiences 00 00@2x

Project

Homopolish - High-quality genome correcting tool

  • Correcting errors by training a polishing model using homologous sequences retrieved from closely-related genomes 
  • Compared with other competing tools, the accuracy rate is increased by 5%~30%
  • Data Collection : Using python for crawling needed data 
  • Feature Engineering : Using numpy and pandas for analysing and retrieving feature
  • Model : Using scikit-learn SVM for training model

eCourse2 - Chung Cheng University learning platform

Tech used : php/MySQL/Moodle framework

  • User account connection
  • Grading system
  • Midterm warning registration
  • automatically import teaching materials

AD RMS Winform client application for managing file rights

Tech used : C#/AD RMS/Windows Server
  • Encrypt & Decrypt file
  • Loading template information
  • Loading file information

Education

  

National Chung Cheng University                                                        2018.06 - 2020.08

Master of Engineering in Computer Science and Information Engineering

Research Fields : Bioinformatics

  • Nanopore sequencing data analysis 
  • Genome assembly & annotation
  • Microbial genomics

Tamkang University                                                                               2014.09 - 2018.06

Bachelor of Engineering in Computer Science and Information Engineering


Skills


Programming

  • python (mainly used)
  • C
  • php
  • C#


OS & Other

  • Linux (Ubuntu/CentOS)
  • Windows Server
  • RPA Uipath
  • git (GitHub / GitLab)


python library 

  • pandas
  • numpy
  • matplotlib
  • scikit-learn
  • snakemake