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Owen Mastropietro

Owen

M.S. Computer Science Student.

San Jose, California
owen.mastrow@gmail.com
GitHub | LinkedIn | Résumé PDF

This is a generic resume; I configure per-application resumes differently.

PDF Resume

Education

Master of Science - Computer Science, San Jose State University, California
Bachelor of Science - Computer Science, Sonoma State University, California

Research

Graduate Research :: NeuroLoop (in progress)

[more info]

  • Developing novel RL-driven cl-DBS system for controlling excitatory-inhibitory network synchronization.

Graduate Research :: FLCDA — Distributed Network for in silico Federated Learning

[more info]

Docker / Python / PyTorch / TensorFlow / TensorBoard

  • todo: non-IID data
  • todo: Momentum SGD
  • Developed an in silico distributed network model to compare centralized and decentralized approaches to distributed learning.

Private Research @ Aero Momentum

[more info]

  • A computational study for an on-board ADS-B driven Collision Avoidance System.

Selected Projects

FathomView - Underwater Image Enhancement

[more info]

Python / PyTorch / TensorFlow / TensorBoard / Deep Learning / AutoEncoder / UNet

  • Developed and trained deep learning models for enhancing and correcting underwater images for the Monterey Bay Aquarium Research Institute.

FathomMap - Underwater Content-Based Image Retrieval

[more info]

Python / PyTorch / TensorFlow / TensorBoard / Deep Learning / CBIR / UNet

  • Developed and trained deep learning models for enhancing and correcting underwater images for the Monterey Bay Aquarium Research Institute.

Lobo Shell — Interactive shell

[more info]

C / Bash / Makefile

  • Command line Unix shell with support for pipes, I/O redirection, and character escapes.

Experience

Service Representative @ Audi Stevens Creek

[employer]

San Jose, California :: June 2019 — Present

  • Worked on early vehicle diagnostics using onboard systems to enhance reliability and customer communication, directly improving service efficiency.
  • Utilized MySQL to create and maintain databases for tracking and optimizing various aspects of the service center.

Service Representative @ Ship Smart

[employer]

Aptos, California :: June 2017 — August 2021

  • Process Automation: Proposed and led initiatives to automate shipment tracking and status updates, significantly reducing manual labor and improving the system’s scalability.

Internship @ Joseph M. Long Marine Laboratory

[employer]

Santa Cruz, California :: June 2016 — August 2016

  • Conducted research on the harms of carbon emissions along the coasts of the Bay Area.
    Guided tours and exhibitions, educating the public on current research findings.

Skills

Languages

  • Python,
  • C, C++, CMake,
  • JavaScript, not Java,
  • HTML, CSS, LaTeX,
  • MySQL, CQL,
  • Bash,
  • Scheme,
  • Go (learning),

Tools

  • Git, GitHub,
  • PyTorch, Tensorflow,
  • Apache Hadoop, Mahout, Spark,
  • React, MUI, Node, Koa, Express,