Sungmin Kim

Sungmin Kim

San Jose, California, United States
507 followers 500+ connections

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About

I am a Senior Software Engineer at Tempus, where I focus on supporting and evolving…

Activity

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Experience

  • Tempus Labs, Inc. Graphic

    Tempus Labs, Inc.

    Redwood City, California, United States

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  • -

    Chicago, Illinois, United States

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    Naperville, IL

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    Chicago, IL

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    시카고 지역

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    시카고 지역

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    Chicago, Illinois, United States

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Education

Licenses & Certifications

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Volunteer Experience

  • Solving computer technical issues and interacting with students

    Depaul University and Chicago Public Schools

    - Present 10 years 8 months

    Education

    Around 180 students from Chicago Public Schools in grades 3-8 came at Depaul to participate in 'Hour of Code' event. My job was to get the students to engage with coding and to interact with them. As a volunteer I was walking around the computer lab and help students if they are in difficulty or bored. 'Hour of Code' event provides students the most fundamental Computer Science concepts of programming language with Minecraft and Angry Birds video games. Students played them and learned a basic…

    Around 180 students from Chicago Public Schools in grades 3-8 came at Depaul to participate in 'Hour of Code' event. My job was to get the students to engage with coding and to interact with them. As a volunteer I was walking around the computer lab and help students if they are in difficulty or bored. 'Hour of Code' event provides students the most fundamental Computer Science concepts of programming language with Minecraft and Angry Birds video games. Students played them and learned a basic snippet of coding rules.


  • Instructor

    BLUE1647

    - Present 9 years 7 months

    Education

    Thanks to the sponsor from City of Chicago, Blue1647 launched the first CyberSecurity Hackathon in Chicago. Around 100 people from different fields were participated in that event and they were trying to approach diverse solutions based on different circumstances. My primary role was to help them in terms of front-end side (HTML, CSS) so that they can develop their own web-site to customers while explaining their innovative thought regarding CyberSecurity issues during the Hackathon.

  • Feed My Starving Children Graphic

    Volunteer

    Feed My Starving Children

    - 1 month

    Disaster and Humanitarian Relief

    Hand-packed rice, soy, dried vegetables and a nutritionally complete blend of vitamins and minerals into bags which are then sealed, boxed, placed on pallets and shipped to our incredible partners working hard to reach the neediest children around the world.

Publications

Courses

  • Advanced Data Mining

    CSC529

  • Algorithm and Data structure

    CSCI4041

  • Applied Linear Algebra

    MATH4242

  • Data Analysis and Regression

    CSC423

  • Data Visualization

    CSC465

  • Database Processing for Large-Scale Analytics

    CSC455

  • Discrete Math

    CSCI2011

  • Elementary Linear Algebra

    CSCI2033

  • Error correcting and finite fields

    MATH5251

  • Foundation of Advanced Networking

    CSCI5221

  • Internet Programming

    CSCI4131

  • Knowledge Discovery Technologies

    IS467

  • Mining Big Data

    CSC555

  • Neural Networks and Deep Learning

    CSC578

  • Operating System

    CSCI4061

  • Programming Data Mining Applications

    CSC478

  • Recommender System

    CSCI5980

  • Software Development

    CSCI3081W

  • Software Engineer

    CSCI5801

  • Time Series Analysis and Forecasting

    CSC425

  • User Interface

    CSCI5115

  • Web Data Mining

    ECT584

  • Wireless Sensor Network

    CSCI5231

Projects

  • Crime Prediction

    - Loaded and preprocess a huge data set(more than 5m rows)
    - Explored the data set using multiple methods
    - Used the attributes such as longitude, latitude, crime type, crime time, crime date, crime street, etc. to create a probabilistic or predictive model that recommends caution when in certain areas of Chicago at certain times. Initial emphasis will be on armed and strongarm robberies in the Chicago area.
    -Implemented an application using Python Flask web framework.
    -Mainly…

    - Loaded and preprocess a huge data set(more than 5m rows)
    - Explored the data set using multiple methods
    - Used the attributes such as longitude, latitude, crime type, crime time, crime date, crime street, etc. to create a probabilistic or predictive model that recommends caution when in certain areas of Chicago at certain times. Initial emphasis will be on armed and strongarm robberies in the Chicago area.
    -Implemented an application using Python Flask web framework.
    -Mainly focused on figuring out the probabilities of whether people who committed certain crimes were arrested.

    Other creators

  • Category 5 - Board Game

    Category 5, also know as 6 Nimmt! / Take 5! is a counting card game designed by Wolfgang Kramer in 1994. The project involved making an Artificial Intelligence player for the game which would play against 3 other players. The project was coded in MIT Scheme (an implementation of Scheme).

    Other creators

  • Baseball Analysis & Visualization

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    Baseball dataset analysis (mainly a WAR score of batters in 2016). By conducting a correlation analysis and feature selection, we learned what attributes are most influential on calculating a WAR score and found lots of interesting insights from data. Furthermore, we utilized diverse visualization techniques such as Tableau, R, and D3.

    Other creators

Languages

  • Korean

    Native or bilingual proficiency

  • English

    Full professional proficiency

  • Chinese

    Limited working proficiency

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