8000 nawhji (Sehyun Yun) · GitHub
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nawhji/README.md

💫 About Me:

Hi :>

🌐 Socials:

Instagram LinkedIn email

💻 Tech Stack:

C C# C++ LaTeX Python Git Unity Python nVIDIA PyTorch NumPy Pandas Scipy Matplotlib

🗂️ Projects

Project Description Tech
Efficient GPU NTT CUDA-based NTT pipeline combining Four-step + Radix-4. Fastest kernel execution among all evaluated implementations (1.53× speedup over baseline) CUDA, C++
TSP Heuristic New Kruskal-inspired heuristic for TSP. 88.5% accuracy on 100K-city instance vs 69.1% for MST 2-approximation C++
Sorting Algorithms 12 sorting algorithms implemented and benchmarked from scratch across 4 input distributions and sizes up to 10⁶ C++
Speaker Diarization Text-based speaker diarization using contrastive learning to learn speaker-discriminative utterance representations Python, PyTorch
CrossFit WOD Analysis Embedding-based workout clustering pipeline with OpenAI API and structured JSON normalization Python
Contactless Scroller Hands-free scrolling interface using YOLO-based head-gesture detection and DeepFace expression analysis Python
PintOS Kernel Implemented scheduling, timer interrupt handling, and system calls in C; debugged synchronization and user-program execution C
Robotics Control Systems Three control systems in Unity: teleoperation, checkpoint-guided navigation, and LiDAR-based multi-agent exploration C#, Unity

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  1. CrossfitWODAnalyzing CrossfitWODAnalyzing Public

    <Analyzing CrossFit WOD (Workout of the Day) variability> using structured JSON embeddings and KMeans clustering

    Python 1

  2. PintOS PintOS Public

    C

  3. So 4A36 rtingAlgorithms SortingAlgorithms Public

    Implementation and empirical benchmarking of 12 sorting algorithms from scratch in C++.

    C++

  4. SpeakerDiarization SpeakerDiarization Public

    Text-based Speaker Diarization with Contrastive Learning

    Python

  5. TSPHeuristic TSPHeuristic Public

    A new heuristic for the Traveling Salesman Problem (TSP), implemented and benchmarked in C++ against Held-Karp and MST-based 2-approximation baselines.

    C++

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