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- Sicherlich: aluta continua The blockchain version stopped at the regulator. The door version runs on my desk. What it still cannot do is the part that needs a law.
- underdeck Four video decks in a browser, with channel faders and a crossfader. Load a video ID and mix the playback directly.
- Chakra Cycles A timer for chakra meditation. Choose the chakras and the duration of each stage; the sequence runs with a bija mantra and a yantra. For a practice you already have.
- Beichtstuhl Du sprichst, es hört zu. Wo das Beichtgeheimnis war, läuft jetzt ein Log. Der Beichtstuhl tauscht den Priester gegen ein Terminal, die Absolution gegen Datenhaltung — und stellt die einzige Frage, die bleibt: Wem vertraust du an, was du niemandem sagst?
- Carte Céleste An astrocartography tool for mapping planetary rising lines and comparing charts across people and places. The maps serve as material for reflection.
- From Chaos to Signal Fifteen thousand JavaScript components in NEAR BOS, with little agreement on what any of them did. Raw code and noisy tags defeated the first classifiers. Staged compression and human selection made the collection searchable.
- Signal Meets Structure A recommender for NEAR's decentralised social graph. Embeddings and second-degree connections made profiles easier to find; sparse network structure set the limit on what the system could recommend.
- Twitter on Health Social Media Sentiment Analysis. We conducted an analysis of emotional responses to prominent diseases on Twitter in the post-pandemic era.
- APTOS Retinopathy Detection A Kaggle experiment classifying retinal images into five grades of diabetic retinopathy. DenseNet and mixup handle a dataset with uneven image quality; quadratic weighted kappa measures agreement with the labels.
- Blockchain Approach to Medical Data Ownership A blockchain prototype for auctioning access to anonymised medical data. BioDataHero started with the patient as seller; its successor Sicherlich moved toward keeping the record in the patient's own vault.
- Classifiying Gene Mutations Classifying gene mutations from medical literature in a Kaggle challenge. TF-IDF, word embeddings, and several classifiers were tested. The word clouds were easier to look at than to learn from.
- inter-stela An interactive kiosk built for a LIDL Christmas campaign: meet a virtual Santa, receive chocolate. The archived concept later expanded into proposals for public information and dispensing stations.