Data Science


jobs = c('Student Lab Consultant','Data Engineer','Software Engineer', 'Frontend Developer', 'Classroom Technician')
duration_month = c(3, 3, 4, 9, 6)
startdate = as.Date(c('2021-08-21','2021-08-01','2021-4-26', '2020-04-15', '2020-01-20'))
edward.data = data.frame(jobs, duration_month, startdate, stringsAsFactors = FALSE)
Jul, 2022 - Present

IT Engineer 

Go Forward Inc.

  • Developed programs to stabilize internet for devices across 50 sites in the states.
  • Created data pipeline to ETL across platforms and got insights from Google Lookers.
  • Coordinated with teams with over 60 tickets a week of onboarding and helpdesk issues.

    • Feb, 2022 - May, 2022

    Outreach Associate 

    Data Clinic

  • Provided technical support for over 50 low income households in the Midwest.
  • Performed data analysis on distributing adequate devices and support to each person.
  • Collaborated with teammates to develop an internal ticketing system to increase efficiency.

    • Aug, 2021 - Feb, 2022

    Student Lab Consultant

    UIUC Engineering IT

  • Provided technical troubleshooting support on 15 HP printers across 5 buildings in the College of Engineering.
  • Collaborated with Help Desk IT to address unsolved issues and create visualization reports to supervisors.

    • June 2021 - Present

    Strategy Analytic Manager

    Liptalk

  • Analyzed KPI statistic such as retention rate and user growth after creating contents on social media, TikTok.
  • Invented BI solutions by integrating resources to build interactive visualizations.

    • Product: WeWave

    Aug 2021 - Present

    Software/Data Engineer

    Octoreach International

  • Built up drivers on defibrillators, ventilators, and central station machines with XML schema definition language for configuration to increase 30% efficiency among different platforms.
  • Implemented TCPReciever to build socket connection between Phillips, Mindray and GE patient monitor's data of vital signs, alarms, and waveforms to acquire data and use HL7toJson program for transforming into uniformed Json format.

    • April 2020 - January 2021

    Frontend Developer Intern

    UW iSchool SMASH

    Planned to be a Virtual Career Fair platform duing the pandemic.

  • Designed Homepage layouts to meet usability and performance requirements.
  • Achieved a minimalism look and visual theme across.
  • Coordinated with the backend team to implement our prototype to real practice.
  • Designed user personas and conducted over 20 user studies to come up with solutions.

    • Janurary 2020 - June 2020

    Classroom Technician

    UW Academic Technologies

  • Performed troubleshooting at an advanced level to improve maintenance processes.
  • Inspected classroom digital devices daily to ensure educational quality.
  • Assisted the process of optimizing our inner website for routes distribution and maintenance.

    • August 2019 - September 2019

    Technical Intern

    Magitech

  • Developed inventory management logistics to query 400 GB freight data.
  • Answered and triaged requests for assistance through building data-driven business decisions to provide top-notch support for clients in 3 countries, Thailand, Australia, and China.

    • Relevant Courses

    Course Number Description Experience Level
    MATH 124-126 Calculus Proficient
    MATH 307 Differential Equation Proficient
    MATH 308 Matrix Algebra with Applications Intermediate
    AMATH 301 Beginning Scientific Computing: MATLAB Proficient
    ECON 202 Economic Statistics In Progress
    CSE 142 Introduction to Computer Programming in JAVA I Proficient
    CSE 143 Introduction to Computer Programming in JAVA II Intermediate
    CS 173 Discrete Structures Intermediate
    CS 225 Data Structures In Progress
    STAT 302 Statistical Computing Proficient
    STAT 311 Elements of Statistical Methods Proficient
    STAT 400 Statistics and Probability I In Progress
    STAT 420 Methods of Applied Statistics Proficient
    STAT 440 Statistical Data Management In Progress
    INFO 180 Introduction to Data Science Proficient
    INFO 200 Intellectual Foundations of Informatics Proficient
    INFO 201 Foundational Skills for Data Science Proficient
    INFO 330 Databases and Data Modeling Proficient
    IS 203 Analytical Foundations for Information Problems Proficient
    IS 407 Introduction to Data Science Proficient
    IS 445 Data Visualization Proficient
    IS 455 Database Design and Prototyping Proficient
    IS 457 Data Storytelling Proficient