Kenneth Oliphant

Kenneth Oliphant

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"I figured being able to whiteboard Gradient Descent would solve all my problems."
San Diego, California, United States

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Jobs verified_user 0% verified
  • Penn Interactive
    Senior Machine Learning Engineer
    Penn Interactive
    Jan 2022 - Current (4 years 10 months)
    • Model Production & Refactoring: Refactored and productionized regression and classification models using TensorFlow and PyTorch, enhancing code robustness and maintainability. • LLM Application Deployment: Developed and scaled a Parlay Name Generator powered by custom-tuned large language models. Designed a containerized pipeline for real-time inference using Docker, Kubernetes, and ArgoCD, with integrated cloud orchestration and model versioning. • DSML Infrastructure: Created an internal Python library integrated with MLFlow for model tracking, Redshift/BigQuery for secure data handling, and pre-commit pipelines for CI consistency. • Platform Migration & Monitoring: Led Dagster migration from AWS to GCP using Terraform and Kubernete
  • Fuse Integration
    Machine Learning Engineer – Deep Reinforcement Learning
    Fuse Integration
    Jan 2019 - Jan 2022 (3 years 1 month)
    • Digital Twin Simulation: Built TANS (Tactical Airborne Network Simulator) to emulate airborne communication environments. • Reinforcement Learning Agent: Created Neural-Nut, a deep RL system using a family of DQN algorithms that dynamically optimized network performance across airborne radio systems.
  • A
    Software Engineer – Unannounced Project
    Amazon Game Studios
    Jan 2018 - Jan 2019 (1 year 1 month)
    • AWS Infrastructure: Designed and maintained a scalable cloud solution to deploy hundreds of autonomous bots for multiplayer testing and QA pipelines.
  • E
    Machine Learning Engineer – Deep Learning
    Elefant Inc.
    Jan 2016 - Jan 2018 (2 years 1 month)
    • Deep Learning Delivery: Built and optimized neural network models and real-time inference pipelines for customer-focused applications across multiple domains.
Education verified_user 0% verified
  • National University
    Bachelor of Science
    National University
Publications verified_user 0% verified
  • "
    "A Cognitive ML Agent for Airborne Networking,"
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