Christopher D. Cox
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Christopher D. Cox

Hello, I'm Christopher D. Cox

I am an accomplished Senior Biomedical Engineer and Engineering Manager with over a decade of experience in the research and development of medical devices, particularly focusing on real-time PCR technologies. During my career at Biomeme, I have lead cross-functional teams in developing cutting-edge Class 2 medical devices, securing high-value contracts, and advancing innovative biotechnology platforms, including those used for clinical trials and FDA submissions.

Throughout my career, I have demonstrated a deep fascination with automation, machine learning, and data analysis, which I have successfully applied to improve biomedical technologies. My technical expertise includes developing machine learning algorithms for diagnostic accuracy and creating automated data analysis tools that streamline experimental outcomes. I am particularly skilled in Python programming for task automation, data visualization, and statistical analysis.

My strong interest in automated software engineering solutions, along with my ability to manage complex R&D projects, has driven my recent focus on transitioning my career toward software engineering, data analysis, and machine learning. I am looking to apply these skills in scientific fields, particularly in biology and biomedical applications, where my expertise in automation and data-driven solutions can further innovation.

With a passion for integrating engineering solutions with biology, I am poised to leverage my experience in both biomedical engineering and advanced software development to drive impactful contributions in machine learning, software engineering, or data analysis, focusing on improving scientific research and healthcare outcomes.

Skills

Frontend

React logo

React

Next.js logo

Next.js

TypeScript logo

TypeScript

Tailwind CSS logo

Tailwind CSS

Backend

Python logo

Python

FastAPI logo

FastAPI

Flask logo

Flask

Django logo

Django

Node.js logo

Node.js

Database

PostgreSQL logo

PostgreSQL

MySQL logo

MySQL

MongoDB logo

MongoDB

Firebase logo

Firebase

Machine Learning

TensorFlow logo

TensorFlow

PyTorch logo

PyTorch

Scikit-learn logo

Scikit-learn

DevOps

Docker logo

Docker

Kubernetes logo

Kubernetes

Tools

Atlassian logo

Atlassian

Git logo

Git

AWS logo

AWS

Projects

Portfolio

A personal portfolio showcasing my skills in software development and machine learning.

Technologies: React, Next.js, FastAPI, Docker, Kubernetes

Kubernetes Cluster Setup

Setting up a local Kubernetes cluster for development and testing.

Technologies: Kubernetes, Docker

RandomBingoML

A reinforcment learning model for playing a bingo style minigame.

Technologies: Python, PyTorch

Protien Distance Matrix Prediction

A model for predicting the distance matrix of a protein from its sequence.

Technologies: Python, PyTorch, Biopython, GNNs

U-net for Paper Lightbox Stencil

A U-net model for converting dotted-line stencils images to solid-line images.

Technologies: Python, PyTorch

Laser Map Generator

A tool for generating laser-cut maps from Google Maps API data.

Technologies: React, Python, Inkscape, Google Maps API

Experience

Engineering R&D Manager

Biomeme

Jan 2022 - Present


Drive research and development initiatives as Engineering R&D Manager, focusing on experiment design, data analysis, and automation tool development. Collaborate with software teams to ensure adherence to coding standards and release processes, including source control, unit testing, and code reviews. Mentor and manage highly skilled team, fostering environment of learning and multidisciplinary engagement. Prepare detailed reports and documentation of experimental procedures, results, and technical specifications to assist in development and refinement of biomedical products.

Key Accomplishments:

  • Led team to reduce inconclusive result rate of RUO system for clinical trials from 20% to below 5.
  • Mentored engineer to implement Bluetooth Low Energy (BLE) technology, enabling wireless operation of unlimited number of instruments.
  • Directed development of error reporting platform, automating collection, parsing, and storing of instrument error logs, enhancing engineer accessibility through web application.

R&D Engineer

Biomeme

Jul 2017 - Jan 2022


Designed and developed medical devices and technologies to enhance patient care and diagnostics, adhering to safety and regulatory standards. Collaborated with healthcare professionals to assess needs, optimize device functionality, and deliver technical support and training. Conducted research to advance medical technology and evaluated devices to ensure adherence to performance and safety standards prior to deployment. Managed maintenance, calibration, and repair of biomedical equipment, ensuring precise performance and reliability in clinical settings.

Key Accomplishments:

  • Secured over $20M in funding from the Department of Defense, establishing program as record-setting achievement.
  • Designed and deployed system to operate multiple instruments, collect results, and integrate them into company-wide database.
  • Developed automated data analysis program to calculate statistical metrics such as mean and variance and perform significance testing on experimental outcomes.
  • Created machine learning algorithm for PCR amplification detection with 98% sensitivity and 95% specificity, significantly outperforming previous models.
  • Authored patented algorithm for automated DNA/RNA extraction and purification, enhancing capability of company's instruments.

Biomedical Engineer Coop

Biomeme

Sept 2014 - Jul 2017


Assisted in design, development, and testing of biomedical equipment and technologies, supporting senior engineers in project execution. Conducted research and analyzed data to contribute to improvement of medical devices and systems, ensuring they meet clinical and safety standards. Supported maintenance and calibration of biomedical equipment, troubleshooting issues and performing routine repairs as needed. Collaborated with medical staff and engineering teams to gather requirements, provide technical assistance, and ensure effective implementation of biomedical solutions.

Patents

Portable devices and methods for analyzing samples

View Patent

Methods and systems for automated sample processing

View Patent

Systems for sample analysis

View Patent

Vial caps for biological processing or analysis

View Patent

Get in Touch

© 2024 Christopher D. Cox. All rights reserved.
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