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hyungminkimdev/README.md

💫 About Me:

🙆‍♂️ A Developer Who Thrives on Challenges and Growth

I am a Software Engineer with expertise in Machine Learning & NLP, iOS Development, and Full-Stack Web Development. My passion lies in building technology that makes a positive impact, whether through data-driven insights, intuitive mobile experiences, or scalable web solutions.

🎓 Master's student in CS at Virginia Tech, with a focus on AI, Machine Learning, and Deep Learning

📖 Currently researching bias in NLP models by analyzing multimodal monetary scam data

🍏 iOS app & Web developer and project manager


🛤️ Professional Journey

  • MEng, Computer Science and Applications @ Virginia Tech

    Aug. 2024 – (Expected) May. 2026

  • Software Engineer @ AIFFEL Academy

    May. 2024 – Aug. 2024

  • iOS Developer and Project Manager @ Apple Developer Academy

    Mar. 2023 – Dec. 2023

  • BS, Civil and Environmental Engineering @ Yonsei University

    Mar. 2014 – Aug. 2021

Coursework: Data Structures, Algorithms, Operating Systems, Computer System, Linear Algebra


💻 Tech Stack:

Languages & Frameworks

Python Swift JavaScript Java SQL

Machine Learning & NLP

TensorFlow PyTorch scikit-learn HuggingFace OpenAI

iOS Development

SwiftUI UIKit Combine CoreData ARKit

Web Development

React Node.js Spring Boot MySQL

Cloud & DevOps

AWS Docker Google Cloud Azure

Tools & Others

Figma Notion Git


📂 Featured Projects

SoccerBeat (iOS/watchOS)

A personal soccer performance tracker app with real-time data collection and visualization. Achieved 1.3K+ downloads on the App Store.

HandDrive (Swift, ARKit)

Built a parking simulator for individuals with lower limb disabilities, integrating ARKit and CreateML for real-time hand gesture recognition.

Inventory Management Web Application (React, Spring Boot, AWS)

Developed a full-stack app with dynamic dashboard visualization and integrated cloud-based database solutions using AWS.

Engineered a reinforcement learning model with uncertainty estimation for efficient inventory restocking, improving decision-making by 18%.

Indoor Map Navigation (React, Azure)

Created a voice-assisted indoor navigation app, optimizing routes with Dijkstra's algorithm and integrating Azure's Speech SDK.


🌐 Socials:

LinkedIn

Pinned Loading

  1. DeveloperAcademy-POSTECH/MacC-Team10-Guryongpo DeveloperAcademy-POSTECH/MacC-Team10-Guryongpo Public

    🐲🐉🐲🐉🐲

    Swift 4 3

  2. aiffel aiffel Public

    Jupyter Notebook 3

  3. WWDC23-Swift-Student-Challenge WWDC23-Swift-Student-Challenge Public

    [🏆ACCEPTED] Submission for 2023 Apple scholarship

    Swift 1

  4. patriot-hacks-2024/indoor-map-navigation patriot-hacks-2024/indoor-map-navigation Public archive

    JavaScript 1

  5. sleep-quality sleep-quality Public

    Design, analysis, and evaluation of a sleep quality using Bayesian Network

    R