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Achievement: QuickdrawAchievement: Pair Extraordinairex3Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruck

Achievements

Achievement: QuickdrawAchievement: Pair Extraordinairex3Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruck

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magnaprog/README.md

Welcome to Kevin Lee's GitHub Page

I build agentic AI and solve complex time-series and signal processing problems for NASA and Lockheed Martin space and Earth science missions.

Focus: Agentic Orchestration, Quantitative Research, Variational Autoencoder, Scientific Reasoning, Anomaly Detection, State Estimation

Tooling: Python / MATLAB / C++ / R

LinkedIn Google Scholar CV

Research Spotlight

  • Agentic Orchestration System for Heliophysics Tasks NeurIPS
  • Reasoning With a Star: Heliophysics Dataset and Agentic Benchmark NeurIPS
  • Agentic AI for Near-Real-Time Ocean Hazard Assessment NOAA
  • Physics-Informed Convolutional Autoencoder for Solar-Wind and Space-Weather NASA
  • Satellite Telemetry and Time-series Anomaly Detection arXiv

Featured Projects

Project Description Link
PISCES Real-time solar-wind anomaly detection GitHub
Reasoning With A Star: Agentic benchmark for NASA's Heliophysics Benchmark and evaluation Hugging Face

Current Focus

  • Quant trading and research
  • Signal processing with AI/ML and traditional statistical learning algorithms
  • Agentic systems and platforms
  • Open to: research collabs and industry roles in AI/ML

Popular repositories Loading

  1. Missile-Guidance-Kalman-Filter Missile-Guidance-Kalman-Filter Public

    Simulate missile guidance with a Kalman filter and an IR sensor in MATLAB. Achieve 3D visualization and animation for dynamic target tracking, providing insights into missile trajectory and interce…

    MATLAB 21 3

  2. Newton-s-Second-Law-MATLAB-App Newton-s-Second-Law-MATLAB-App Public

    An MATLAB App for Newton's Second Law of Motion

  3. Drone-2d-custom-gym-env-for-reinforcement-learning Drone-2d-custom-gym-env-for-reinforcement-learning Public

    Forked from marek-robak/Drone-2d-custom-gym-env-for-reinforcement-learning

    OpenAI Gym environment designed for training RL agents to control the flight of a two-dimensional drone.

    Python

  4. bocd bocd Public

    Forked from gwgundersen/bocd

    Python implementation of Bayesian online changepoint detection

    Python

  5. AnomalyDetection AnomalyDetection Public

    Forked from Marcnuth/AnomalyDetection

    Twitter's Anomaly Detection in Pure Python

    Python

  6. Rbeast Rbeast Public

    Forked from zhaokg/Rbeast

    Bayesian Change-Point Detection and Time Series Decomposition

    C