Research
Applied deep learning, honestly evaluated.
My work so far is a single thesis project, documented in full rather than summarised into a headline.
Current work
Thesis · 2026
Corn Leaf Disease Detection Using Deep Learning
A controlled comparison of DenseNet121 and EfficientNet-B0 for corn leaf disease classification with transfer learning from ImageNet weights.
Read the full study →Areas of interest
Agricultural computer vision
Disease detection from leaf imagery, where lighting, background and class imbalance are the real difficulty.
Evaluation under uncertainty
Per-class reporting, calibration and split hygiene — what decides whether an accuracy figure means anything.
Efficient transfer learning
What a pretrained backbone buys when compute and labelled data are both limited.
Publications
I have no peer-reviewed publications yet. Nothing is listed rather than listed aspirationally.
Publications