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Click here or scroll down to respond to this candidate Sam KimAustin, TX | PHONE NUMBER AVAILABLE |EMAIL AVAILABLE | LINKEDIN LINK AVAILABLEEDUCATION
The University of Texas at Austin
Bachelor of Science: Major in Informatics - Data Science (Spring Street Address )
Cumulative GPA: 4.0/4.0; Distinguished University Honor s Street Address -2024Relevant Coursework: Data Analysis, Database Design, Programming (Python, SQL, R), Machine Learning, Statistics
WORK EXPERIENCE
Data Science & Analytics Intern Austin, TXThe University of Texas at Austin Jun 2024 Sep 2024 Commissioned by the Smart Hand Tools project to enhance tool usage for trade skill workers through artificial intelligence integration, specifically real-time anomaly detection.
Aggregated over 600,000 data points from Excel for data cleaning and data analysis. Utilized various Python packages relevant to data analytics, data visualization, and machine learning such as Keras, Tensorflow, Matplotlib, Numpy, and Pandas.
Compiled multiple machine-learning scripts in Python to detect and graph anomalies based on a trained model developed through the aggregated data points.
Designed an intuitive website to demonstrate the anomaly detection process to stakeholders. Built the website with HTML, CSS, and Javascript.
Lead Instructor Programming Fundamentals Austin, TXCode Ninjas May 2019 Aug 2019 Directed an immersive summer course for over 100 children and teenagers in coding fundamentals using Scratch for game development. Co-created a comprehensive curriculum catering to the specific needs of each age group. Proficiently handled challenges including software debugging, curriculum updates, and ensuring a dynamic and engaging learning experience for participants.IT Support Specialist Austin, TXAustin Community College Aug 2018 May 2020 Upheld the functionality of the campus computer labs alongside IT professionals, providing timely support to both faculty and students. Maintained detailed records of lab operations, software updates, and equipment maintenance. Generated reports to track lab performance and identify areas for improvement. Executed software updates and patches for a network of over 200 college computers, ensuring all systems were secure and up-to-date. Upheld the integrity of lab policies and proctored online assignments and exams to hundreds of students.UNIVERSITY PROJECTS
Dell Children s Hospital Patient Interview Data Analysis Jan 2024 - May 2024 Conducted research under the sponsorship of faculty at UT Austin to extract nuanced themes and dynamic trends from patient interview transcripts using BERTopic Modeling and clustering algorithms in Python Curated interview transcripts of over 50,000 words by cleaning and converting the data into CSV format for analysis Utilized Python packages such as BERTopic and Matplotlib to discover and visualize trends such as changes in patient emotions in the data through machine learning. Documented insights in a thorough report to stakeholders and presented potential concerns and solutions for improvements in future healthcare practices.CORE SKILLS & CERTIFICATIONTechnical Skills: Python, SQL, R, C++, Javascript, HTML/CSS, Excel, Tableau, Figma, Adobe Photoshop/Premier.Languages: English, Korean (Conversational Proficiency)Certifications & Training: Google Data Analytics Certificate (2024), Udemy Web Development Bootcamp (2021) |
