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abiel-source (Abiel J. Kim) · GitHub

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abiel-source/README.md


🤖 ZETATRON
Loyal sidekick unit 
╔══════════════════════════════════════════════════╗
║  ZETATRON UNIT — ONLINE ✅                       ║
║  > Designation : Abiel's robot assistant         ║
║  > Current task: keeping the repo clean 🧹       ║
║  > Bugs squashed today: 12 (and counting)        ║
║  > Satellite uplink: nominal 🛰️                  ║
║  > Coffee reserves: CRITICAL ☕ send help        ║
║  > Vibe check: immaculate ✨                     ║
╚══════════════════════════════════════════════════╝

About Me

  • 🎓 BSc Computing Science — AI Specialization, Simon Fraser University (2025)
  • 🧠 Research interests: neural network theory, scaling laws, geometric deep learning
  • 🛰️ I build things at extremes — satellite trackers, BCI systems, distributed tools, and published ML theory
  • 📄 arXiv published · 3× Dean's Honour Roll · Top submission in SFU Special Topics in AI
  • 🌐 Based in Vancouver, BC

Research & Publications

Title Venue Year
A Special Case of Nonlinear Extrapolation under the NTK arXiv : 2512.15749 2025
A Data Scaling Law of a Manifold's Resolution SFU CMPT 419 — Special Topics in AI 2025

Tech Stack

Languages

AI / ML

Backend

Frontend

Cloud & DevOps

Featured Projects

🛰️ SATMAP-7

Live Satellite Tracker

Tracks thousands of satellites in real-time using SGP4 propagation on CelesTrak TLE data. 3D globe rendered via R3F with GLSL day/night texture shaders and smooth camera interpolation on selection.

🧠 Brain-Computer Interface

AI-Powered Telepathy

8-channel OpenBCI EEG headset + neural networks trained to decode motor intent. Built a custom game engine to play Flappy Bird — telepathically. FFT signal processing on live EEG streams.

🌐 OSSAD-9

Computer Networking Toolbox

7-toolkit / 30+ sub-tool dashboard with WCAG, SOC 2, and RFC compliance. LAN star topology visualizer, nmap SSE streaming, MITM ARP detection, and hop-by-hop traceroute with RTT sparklines.

🎬 YouTube Generative AI

NLP Research — SFU CMPT 713

Replica of YouTube's summary AI. Finetuned Meta BART and Google T5 transformers. Projected data onto a 768D sentence-embedding space and optimized clusters via K-means / Elbow Method.

GitHub Stats

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  1. SATMAP7 SATMAP7 Public

    SATMAP7, short for "Satellite Map 7", is a full-stack, real-time 3D satellite tracker web application. Visualize planet Earth and explore thousands of orbiting satellites to scale in real-time. Key…

    TypeScript

  2. OSSAD9 OSSAD9 Public

    OSSAD9, short for "Operational System Surveillance & Anomaly Detection 9" is a networks intelligence platform and tool suite available for both local and remote access. OSSAD-9 is designed for netw…

    TypeScript

  3. Goya-Black Goya-Black Public

    Crystal Clear is an intelligent, multi-feature social media platform and photo visualization framework. Discover, create, and manage your favourite content via custom search engine and personalized…

    JavaScript

  4. Replication-of-YouTube-User-Generated-Content-Summarization-and-Topic-Extraction-Model Replication-of-YouTube-User-Generated-Content-Summarization-and-Topic-Extraction-Model Public

    Our paper and project explore the notion of information overload with respect to the YouTube platform, and more specifically, deep learning methods and NLP techniques that solve information overloa…

    Jupyter Notebook

  5. Deep-Learning-for-Ovarian-Cancer-Subtype-Classification-OCSC-NET Deep-Learning-for-Ovarian-Cancer-Subtype-Classification-OCSC-NET Public

    Forked from sfu-cmpt340/2025_1_project_04

    I led a student group to engineer an ovarian cancer detection system.

    Jupyter Notebook

  6. EEG-Based-Interactive-Brain-Computer-Interface EEG-Based-Interactive-Brain-Computer-Interface Public

    I invented telepathy!! Watch my demos to see how I train AI to play the legendary game, Flappy Bird, via telepathic thoughts.

    Python

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