Computer Vision & Bioinformatics
Computer Vision & Bioinformatics Research Specialist
I build and validate deep learning systems for medical and biological imaging — segmentation, classification, and detection — and turn dense biological data into figures a reader understands in one glance.
First & co-author on multiple peer-reviewed papers · Deep learning specialist for medical & biological data
Fig. 1 — Semantic segmentation · histology tile · class boundaries in false colour
What I Do
Four areas of focused work
Rather than a general AI services menu, my work sits at four specific intersections of research and applied engineering.
Computer Vision & Deep Learning
Image classification, object detection, and segmentation — including emotion recognition and mask/class-type classification.
Bioinformatics & Spatial Transcriptomics
End-to-end analysis pipelines for spatial transcriptomics and biological datasets from preprocessing to results.
Scientific Writing & Peer Review
Manuscript editing, literature review, and structured peer review support for authors preparing journal submissions.
Scientific Illustration
Journal-quality figures and graphical abstracts — including published work in Oxford Academic journals.
Selected Work
Featured Projects
A preview of recent research and applied AI work. The full case index is in the portfolio.
Dermoscopic Lesion Boundary Segmentation
U-Net based semantic segmentation isolating lesion boundaries across a dermoscopic image set.
Facial Emotion Recognition Pipeline
CNN classifier trained to recognize expression categories from facial image datasets.
Spatial Transcriptomics Cluster Mapping
Spot-level clustering pipeline mapping cell-type distribution across spatial transcriptomics tissue.
Publications
Peer-reviewed work
A selection of publications spanning computer vision, bioinformatics, and medical imaging.
Journal of Digital Imaging in Medicine — Methods paper
Bioinformatics Advances — Research article
Oxford Academic — Illustration & methods note
Applied Vision Research — Research article
Get Started
Have a dataset, a deadline, or a figure that needs to be publication-ready?
Tell me about the project and I’ll follow up with scope, timeline, and pricing within one business day.