Projects

Java — Jan 2024. Encrypted file system implementing AES-CTR for confidentiality and HMAC for integrity; robust key handling and authenticated metadata.

dane-ukken

secure-it-encrypted-fs

Java file system layer with AES-CTR encryption and HMAC verification. CLI utilities and test suite included.

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React, Next.js, Redux, Passport.js, MongoDB, Jest, Docker — Dec 2023. Role-based auth for organizer workflows, user-specific actions, and enhanced attendee engagement.

dane-ukken

planet-event-planner

Next.js event planning app with Passport.js authentication, Redux state, MongoDB data layer, and Jest tests. Dockerized for deployment.

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Python, PyTorch — May 2024. Developed a Medical NER model using pre-trained BERT/ALBERT with 1,000+ downloads. Achieved F1 = 0.8726 by fine-tuning on the i2b2/n2c2 clinical notes dataset.

dane-ukken

medical-ner-bert

Production-ready Medical NER (BERT/ALBERT + PyTorch). Training & inference pipelines, evaluation, and packaging.

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