Sarah Peachey is a Master's student in Electrical Engineering at Drexel University with relevant internship experience at BMW, The Hershey Company, and AT&T. She has strong programming skills in C, Python, VHDL, Ladder Logic, MATLAB and software skills including AutoCAD, Microsoft Office, and PSpice. Her internships included work in innovation labs, process controls, network engineering, and an autonomous intersection project.
Data Engineering in LINE Fukuoka DataLabs: A Newcomer’s ViewLINE Corporation
Liangchi Hsieh
Data Engineering in LINE Fukuoka DataLabs: A Newcomer’s View
談 LINE 福岡 DataLabs 的資料工程:一個新人的觀點
Summary:
Data is very important property for modern company. Data engineering is the engineering practice to make data feasible for valuable use in business. As a Data Engineer newcomer joining LINE Fukuoka DataLabs team in less two months, I will talk about what data engineering looks like in LINE and what data engineer is supposed to do in LINE Fukuoka.
資料已是現代企業至關重要的資產之一。為了讓這些資料在企業運作中發揮價值,資料工程是不可或缺的工程實踐。作為剛剛加入 LINE 福岡 DataLabs 團隊不到兩個月的新進資料工程師,我將介紹我所知的 LINE 的資料工程概況,以及資料工程師在 LINE 福岡的工作內容。
Machine Learning in LINE Fukuoka DataLabs/ 機器學習在LINE福岡的各種應用
Wenchun Kao
Summary:
With increasing popularity of Machine Learning, it is easy to train Machine Learning models with external libraries but building systems to meet different needs is still a challenge. This talk will introduce how
Machine Learning is applied to not only user-facing products but internal systems in LINE Fukuoka DataLabs. I will also share the life as a Machine Learning Engineer in LINE Fukuoka.
因為這幾年機器學習的熱潮,現在非常容易利用各式的函式庫訓練機器學習模型,但建立可應付不同需求的機器學習系統仍是一個困難的工程問題。此次主要分享在LINE福岡裡面機器學習如何被應用到各式的應用上。有使用者會接觸的產品,有些則是內部人員所用的系統。我也會分享作為一個機器學習工程師在LINE福岡的日常生活。
Data Engineering in LINE Fukuoka DataLabs: A Newcomer’s ViewLINE Corporation
Liangchi Hsieh
Data Engineering in LINE Fukuoka DataLabs: A Newcomer’s View
談 LINE 福岡 DataLabs 的資料工程:一個新人的觀點
Summary:
Data is very important property for modern company. Data engineering is the engineering practice to make data feasible for valuable use in business. As a Data Engineer newcomer joining LINE Fukuoka DataLabs team in less two months, I will talk about what data engineering looks like in LINE and what data engineer is supposed to do in LINE Fukuoka.
資料已是現代企業至關重要的資產之一。為了讓這些資料在企業運作中發揮價值,資料工程是不可或缺的工程實踐。作為剛剛加入 LINE 福岡 DataLabs 團隊不到兩個月的新進資料工程師,我將介紹我所知的 LINE 的資料工程概況,以及資料工程師在 LINE 福岡的工作內容。
Machine Learning in LINE Fukuoka DataLabs/ 機器學習在LINE福岡的各種應用
Wenchun Kao
Summary:
With increasing popularity of Machine Learning, it is easy to train Machine Learning models with external libraries but building systems to meet different needs is still a challenge. This talk will introduce how
Machine Learning is applied to not only user-facing products but internal systems in LINE Fukuoka DataLabs. I will also share the life as a Machine Learning Engineer in LINE Fukuoka.
因為這幾年機器學習的熱潮,現在非常容易利用各式的函式庫訓練機器學習模型,但建立可應付不同需求的機器學習系統仍是一個困難的工程問題。此次主要分享在LINE福岡裡面機器學習如何被應用到各式的應用上。有使用者會接觸的產品,有些則是內部人員所用的系統。我也會分享作為一個機器學習工程師在LINE福岡的日常生活。
1. Sarah Peachey
sgp43@drexel.edu
2695 Milton Grove Rd • Mount Joy PA 17552 • 717-471-8059
Education
Drexel University Philadelphia, PA
Master of Science in Electrical Engineering Anticipated Graduation - June, 2018
Bachelor of Science in Computer Engineering Cumulative GPA: 3.75
Computer Skills
Programming Languages: C, Python, VHDL, Ladder Logic, VBA, MATLAB
Operating Systems: Mac OS, Windows 7
Software: PSpice, Rockwell RSLogix 5000, Siemens TIA Portal, AutoCAD, Autodesk Inventor,
Microsoft Office: Excel, Word, PowerPoint
Engineering Experience
BMW Greenville, SC
Innovation Lab at BMW Intern September 2016 - March 2017
• Supported ongoing activities in the field of big data and smart analytics
• Developed code to assist with computer vision and deep learning projects
• Researched new and innovative products then presented findings to coworkers
The Hershey Company Hershey, PA
Process Controls and Security Technology Co-op September 2015 - March 2016
• Worked with Hershey Engineers and Contractors to increase network security and automation
• Designed Ladder Logic and elementary ladder drawings for PLC's, HMI's, and related controls
• Experimented with and researched six-axis robotic arms for implementations in factories
• Assisted with system modeling for machine learning to improve automated processes
AT&T King of Prussia, PA
Radio Network Engineering Co-op September 2014 - March 2015
• Enhanced coverage and capacity of the Network, as part of the planning team
• Prepared agenda and presented updates at weekly meetings
• Participated in wireless voice and data testing in the office and in the field
• Developed Excel worksheets and Macros to perform data analysis and daily activities
Autonomous Intersection Drexel University
Designer, Programmer April - June 2014
• Collaborated with team members to design a system to navigate vehicles through intersections
• Programmed NXT robots using MATLAB, to communicate with a server which sorted requests
Additional Experience
Hershey Entertainment Resort Hershey, PA
Ride Lead February 2013 - September 2014
• Resolved equipment malfunction issues and customer complaints
• Provided a safe and fun environment for all guests
• Managed co-workers in operational duties
Relevant Coursework
Digital Logic Design Engineering Design Lab I, II, III Computer Architecture
Fundamentals of Systems I, II, III Electric Circuits Digital System Projects
Activities
Institute of Electrical & Electronics Engineers, Drexel University, 2014-Present
Society of Women Engineers, Drexel University, 2013-Present
Theme Park Engineering & Design Group, Drexel University, 2014-Present