Gap Junction Data

Welcome! Trained as a biomedical engineer, I am a PhD data scientist, computer vision specialist, and software developer committed to helping biotech researchers, clinicians, and field leaders extract the maximum value from their hard-won datasets.

Transform Your Data Into Actionable Insights

At Gap Junction Data, I help researchers get the most out of their data, from project start to finish. With expertise in bioimaging, advanced analytics, and AI-powered tools, I can guide your organization through seamless data integration, custom solutions, and insightful analysis. Whether you’re looking to streamline your processes or gain deeper insights, I provide end-to-end support to ensure your data is secure, compliant, and driving meaningful growth.

Data Science

Unlock insights from complex biotech datasets with publication-ready, regulatory-compliant graphical and statistical analysis

I specialize in delivering precise, reproducible data interpretations across diverse formats, helping you meet both peer-reviewed research and regulatory standards.

Artificial Intelligence

Enhance your research with custom AI algorithms tailored to biotech data

I design robust, interpretable AI models that uncover meaningful patterns in high-dimensional datasets, driving innovation in fields such as biomarker discovery and personalized medicine.

Computer Vision

Harness cutting-edge image analysis for biomedical applications

With extensive experience in in vitro microscopy, in vivo imaging, and clinical trial imaging data, I provide advanced computer vision solutions that enable accurate interpretation of complex biological processes, accelerating scientific findings.

Applications

Deploy powerful computational tools without the need for specialized expertise

All my methods are delivered in user-friendly notebooks or standalone applications, making cutting-edge computational analysis accessible to non-programmers in biotech, from lab scientists to clinical teams.

My Approach

I take a collaborative approach to every project, grounded in understanding of your specific goals and challenges, and then building upon them with cutting-edge computational methods. My process includes the following steps:

Understanding Your Project

Strategizing Solutions

Developing and Validating Methods

Advanced Machine Learning & AI Analysis

Delivering Usable Tools

Welcome to My Portfolio

Explore examples of my past work below to get a sense of the kind of projects we can bring to life together. I’m passionate about turning your unique ideas into reality, no matter the challenge. Let’s create something amazing!

Artificial intelligence analysis of central nervous system vasculopathy in pediatric sickle cell anemia

Microfluidic analysis mediates leukocyte demargination and trafficking, thereby increasing clinical blood counts

BiliQML: a supervised machine-learning model to quantify biliary forms from digitized whole slide liver histopathological images

iCLOTS: open-source, artificial intelligence-enabled software for analyses of blood cells in microfluidic and microscopy-based assays

Jenny

"Working with them was a game-changer! Their data analysis turned our complex dataset into clear, actionable insights. Highly recommend!"

Phoenix

"Their expertise in AI and image analysis is unmatched. Thanks to their tools, our research efficiency has skyrocketed."

Bake

"I was blown away by their attention to detail. They made even the most complex data easy to understand and use in our studies."

Drew

"Their ability to turn raw data into meaningful insights is truly impressive. A fantastic partner for any biotech project!"

Book a consultation

Whether you need hourly consultation, full-scale data analysis, or custom tool development, I offer flexible consulting services to meet your unique needs: