cv

General Information

Full Name Dwight Temple
Languages English, German (learning)

Education

  • 2020
    Master of Science in Business Analytics
    University of Alabama in Huntsville, Huntsville, AL
    • 3.9 GPA
    • Data analytics using Python and R
    • Experimental design, modeling & simulation
    • Statistics and Machine Learning
    • Business partnerships and fundamentals
  • 2016
    Bachelors of Science in Aerospace Engineering
    Mississippi State University, Starkville, MS
    • 4.0 GPA
    • Astronautics
      • Aerodynamics
      • Structures and composites
      • Guidance and control systems
      • Orbital Mechanics
      • Spacecraft Mission and Design
    • Activities
      • Resident Advisor (August 2013 - May 2015)
      • Famous Maroon Marching Band (August 2012- May 2015)
      • Sigma Gamma Tau
      • AIAA

Experience

  • 2022-Present
    Senior Machine Learning Engineer
    Apple Inc.
    • Results
      • Preventing $(very high number) in annual fraud losses
      • Maintained, developed, and innovated an analytic fraud model
      • Uses Python, XGBoost, SQL, Pandas, Numpy, Seaborn, and Clojure pipeline
    • Operational Excellence
      • Improved model development life-cycle with automation and standardization
      • Reduced model refresh cycle from two-weeks to one-day
    • Collaboration
      • Led team-wide innovation effort for graph neural network approaches and feature engineering
      • Mentored summer intern and provided project for novel label ensemble methods
  • 2020-2022
    Machine Learning Engineer
    Apple Inc.
    • Results
      • Reduced error detection delay from ~4 hours to under 5 minutes for critical decisioning
    • Collaboration
      • Worked cross-functionally to incorporate and convey new business findinds and recommend courses of actions
  • 2018-2020
    Artificial Intelligence Engineer
    ExoAnalytic Solutions
    • Multi-target tracking for Space Situational Awareness
      • Detection, characterization, indication, and warnings
      • COTS hardware --> data screening --> YOLO Network --> Kalman filter --> multi-target tracking
    • Hypersonic tracking using RADAR and deep-learning
      • Formulated novel Kalman filter parameterized by RNN with Attention lookback mechanism
      • Customer raved about ease of use, results, and responsiveness
    • Multi-phenomenology Sensor Fusion Probabalistic DNN
      • Network was uniquely constructed to handle asynchronous, multiple source, and varied feature input
      • Utilized Bayesian inference for uncertainty esimation in result (epistemic and aleotoric)
      • Orchestrated Python and Tensorflow to MATLAB using a JAVA interface for delivery to government system
    • DSLR imaging system for Low Earth Orbit Tracking
      • Designed COTS pipeline for imaging the night sky and tracking LEO satellites
      • Image processing
      • Initial orbit determination
    • Business Development
      • Led proposal efforts for multiple hypothesis tracking using DNNs
      • Contributed on numerous proposals in support of Air Force, Army, and DARPA agencies
  • 2016-2018
    Systems Engineer
    ExoAnalytic Solutions
    • Modeling and simulation
      • Developed complex simulations using EO/IR emulator for various missile defense platforms
      • Evaluated space-based platform concepts
    • Environment characterization
      • Engineered algorithm to utilize multiple EO/IR and RF sensors to detect a degraded environment
      • Estimate 3 dimensional cloud extent by fusing phenomenologies
  • 2011-2015
    On-the-come-up Experience
    • Resident Advisor; Mississippi State University; 2013-2015
    • Team Member; Chick-fil-a; 2011-2013

Comfortable Tools

  • Data: Catboost, XGBoost, Tensorflow, PyTorch, Numpy, Pandas, PySpark
  • Language: Python, SQL, Clojure, MATLAB
  • Visualization: Seaborn, matplotlib

Academic Interests

  • Applied Machine Learning
    • GAN, RNN, Transformer, CNN, Segmentation
    • Bayesian learning methods
    • Graph Neural Networks
  • Target Tracking
    • Kalman filtering, Unscented Kalman, Particle Filtering
    • State-space modeling, missile defense, feature-aided track correlation

Life outside of work!

  • Health: Running, cycling, powerlifting
  • Hands: Building, Home Improvement, Tinkering, Car
  • Creative: Photography, Guitar, German