bt-dualboot

Syncs Bluetooth pairing keys between Linux and Windows so paired devices survive a dual-boot switch.

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IssueHub

JetBrains IDE plugin for working with GitHub and GitLab issues without leaving the editor.

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• Marketplace

Morphottention

A PyTorch attention module built on mathematical morphology rather than the dot product. Flash-attention-style CUDA kernels for the forward and backward pass keep memory low by never materialising the full attention matrix; the module is autograd-differentiable and drops into a ViT unchanged. MIT-licensed, published on PyPI.

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• PyPI

serron

Mathematical morphology for PyTorch: differentiable erosion and dilation operators and learnable morphological layers, backed by hand-written CUDA kernels so they stay cheap to train with.

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• PyPI

Lesion Segmentation in Dermoscopic Images Using FCN with Mathematical Morphology Enhancements

Learnable mathematical morphology built into a fully convolutional network for skin-lesion segmentation: differentiable morphological layers, a boundary-aware loss, and morphological post-processing that repair the fragmented masks and lost thin structures plain FCNs produce. On ISIC2018-T1 it outperforms the original challenge submissions and later FCN methods, as well as several heavier U-Net and Transformer models, at a fraction of the compute. I led a five-person team and owned the morphological layers, the loss, preprocessing and evaluation.

Paper awaiting publication · code on acceptance

SecureEye

Face authentication for Linux, wired directly into PAM: unlock the session and approve sudo with your face, with CLI tools to enrol and manage users. Python and C++, GPL-2.0; a ground-up take on the idea behind Howdy, built for current distributions.

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BullBear

Full-stack paper-trading platform for stocks and ETFs: live market data, real-time portfolio tracking, return leaderboards and shareable “Mini-Funds”, built by a six-person team for FER’s Software Engineering course. As team lead I worked across the stack and owned the CI/CD pipeline, deployment, the database, and a cycle-based caching layer that batches market-data requests to stay under third-party rate limits.

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