About
Yu-Ming
Everyone needs Beauty as well as Bread
Nature may Heal and give Strength to body and soul
I am previous a software development intern at Amazon Alexa team focusing on Java Spring backend, a M.S. in Computer Science student at Georgia Institute of Technology, interested in backend services, cryptocurrencies, web3, data analysis, finance, and machine learning. See my projects
Before pursuing Computer Science, I received B.S. in Electrical and Computer Engineering and M.S. in Communication Engineering from National Chiao Tung University.
I am a proactive software developer and researcher with experience in commercial innovation competitions, software engineering full-time jobs, internships including Amazon, MediaTek, Synopsys, Fisense, and oral conference presentations. Praised for the ability to break down problems and computer networking system, programming, and mathematical concepts
In my free time, I enjoy traveling, swimming, playing badminton, and doing research on economic and financial news.
My resume (Last update: 2023/3/18)
My Linkedin profile
Work
Experiences
Working as a Software Engineer
makes my life Beautiful and Stronger
Amazon.com
Software Development EngineerMay. 2022 – Aug. 2022
Skills: Java Spring, AWS Lex, DynamoDB, S3,
cloudWatch, CloudFormation, CloudAuth, Lambda, Cognito
Scrum, Agile software development, CI/CD Pipeline deployment
MediaTek
Software EngineerDec. 2020 – Jul. 2021
Skills: C#, C++, Python, HTML, JavaScript, CSS, Restful API, Flask, Linux
Hardware: I2C, USBC, JTAG, massive production test, system visualization
FiSense
Research AssistantSep. 2018 – Jun. 2019
Skills: C, Python, Swift, Flask, Restful API, SQL, Linux, Openwrt
Subjects: Signal processing, Machine Learning, Channel state information, WiFi sensing, Bluetooth,
indoor localization, Rssi.
Synopsys
Software Engineer InternJul. 2020 – Aug. 2020
Skills: C++, Python, Linux
Education
Experiences
Studying as a Explorer
makes my life Creative and Joyful
Georgia Institute of Technology
M.S. in Computer Science, GPA: 4.0/4.0Aug. 2021 - May. 2023
Teaching Assistant of CSE6242 Data Visualization & Analytics
National Chiao Tung University (NCTU)
M.S. in Communications Engineering, GPA: 4.29/4.3Sep. 2018 – Sep. 2020
Published "Device‑Free Multiple Presence Detection Using CSI with Machine Learning Methods"
University of Illinois at Urbana Champaign (UIUC)
Exchange Program in Electrical and Computer Engineering, GPA: 3.61/4Jan. 2018 – Jun. 2018
National Chiao Tung University (NCTU)
B.S. in Electrical and Computer Engineering, Overall GPA: 3.79/4.3; Last 60 GPA:3.97/4.3Sep. 2014 – Jun. 2018
Featured
Projects
Contibuted as a Enthusiast
makes my life Beloved and Meaningful
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Recipe Recommendation
December 2022 @ Georgia TechThe objective of this project is to build an application that recommends receipts that the user can cook for, given the ingredients the user has in the refrigerator and the user's preference for food. We achieve those by applying a recommendation system algorithm, displaying the result on the website, and deploying it on GCP.
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Web3 ATL Hackthon: Etherum Price Prediction on Ocean Protocal
November 2022 @ Georgia TechImplemented Etherum Price Prediction on Ocean Protocal using LSTM algorithm. We are able to realtime fetch data from decentralized Ocean Protocal and make accurate prediction.
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Block Board
December 2021 @ Georgia TechBLOCKBOARD aggregates financial, on-chain, social media information across multiple platforms to visualize a single view of a blockchain eco-system (e.g. Bitcoin).
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Board Game Data Visualization
November 2021 @ Georgia TechImplemented interactive websites by d3 that could help users to analyze trends of distinct board games in different countries and year.
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Pomodoro Timer Android Mobile Application
November 2021 @ Georgia TechDesigned the backend using restful api and implemented the whole feature of the Pomodoro Timer mobile app including integration test and unit test.
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Altcoin Asset Cost Calculator
November 2020Implemented a GUI program that could automatically calculate the cost of stock from exchange’s public API. Article read by thousands of users, and got hundreds of positive feedback on medium.
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Device-free Wireless Sensing for Human Presence Detection
August 2020 @ National Chiao Tung UniversityA system that could detect human using modern routers with WiFi signal. Carried out Minimum Viable Product, attended innvonation competiton and aquired USD 6600 funding.
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Device-Free Multiple Presence Detection Using CSI with Machine Learning Methods (Conference Attended)
September 2019 @ National Chiao Tung UniversityY. Huang, A. Hsiao, C. Chiu, K. Feng, and P. Tseng, “Device-Free Multiple Presence Detection Using CSI with Machine Learning Methods,” in 2019 IEEE 90th Vehicular Technology Conference
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Voice Converter on IOS
June 2019 @ National Chiao Tung UniversityDesigned an iOS APP that could record the sound and real-time retrieve the converted sound from the server in 3 seconds. This project was awarded to the 2nd Prize projects in the Department of Electrical and Computer Engineering (Acceptance rate:10\%)
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Threes Gaming Agent
January 2019 @ National Chiao Tung UniversityAn intelligence agent that can play computer game "threes" as an attacker or defender. This project got second place among the class.
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System Programming
January 2018 @ University of Illinois at Urbana ChampaignCoded kernel modules under the Linux system from memory allocation, asynchronous operations to a nonstop networking server.
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Artificial Intelligence Agents
January 2018 @ University of Illinois at Urbana ChampaignCompleted maze, ping-pong game, Sokoban, Gomoku agents using different algorithms including A* search, Alpha-Beta search, Q-Learning, etc.
NFT drop
Demo
Honors
& Rewards
Challenged as a Human
allows my life Awesome and Worthwhile
- Fourth place with 500 USDT at Web3ATL hackthon on Solidity Sprint (2022)
- V-reward at MediaTek Inc. (2021)
- Helm Technology Inc. Scholarship (2020)
- "Honorary Mention” in the 2020 IEEE ComSoc Student Competition (2020)
- Pan Wen Yuan Culture and Education Foundation Scholarship (2019)