This is my online portfolio website. Here you can find all my projects, research and personal work.http://localhost:4321/https://pawsystays.com/https://pawsystays.com/A start-up aiming to connect dog owners, sitters and walkers in an easy to use, friendly and secure platform.Mon, 14 Sep 2026 00:00:00 GMTProjectsWeb Applicationshttps://shapeshifter.infdata.com/https://shapeshifter.infdata.com/System for introducing non-invasive advertisements in 3D spaces, connecting advertisers and 3D environment developers.Mon, 14 Sep 2026 00:00:00 GMTProjectsWeb Applicationshttps://editease.net/https://editease.net/A simple CMS that lets developers give clients the ability to edit website text without technical skills.Mon, 14 Sep 2026 00:00:00 GMTProjectsWeb Applicationshttps://peprx.infdata.com/peprx/https://peprx.infdata.com/peprx/A system supporting a local company's work process.Mon, 14 Sep 2026 00:00:00 GMTProjectsWeb Applicationshttps://klrweb.infdata.com/https://klrweb.infdata.com/A system for tracking a local company's equipment, including a mobile app.Mon, 14 Sep 2026 00:00:00 GMTProjectsWeb Applicationshttps://drive.google.com/drive/folders/1tAkBlnmbgdx_mvX7ROjQQc3x5IrG1hrD?usp=sharinghttps://drive.google.com/drive/folders/1tAkBlnmbgdx_mvX7ROjQQc3x5IrG1hrD?usp=sharingA drink-counting app to use with friends when grabbing drinks.Mon, 14 Sep 2026 00:00:00 GMTProjectsMobile Applicationshttp://localhost:4321/games/metanoia/http://localhost:4321/games/metanoia/A game developed for a class during my bachelor's studies. This is the 2D version.Mon, 14 Sep 2026 00:00:00 GMTProjectsGameshttp://localhost:4321/research/convolutional-neural-networks/http://localhost:4321/research/convolutional-neural-networks/Implementing ResNet-18 and U-Net architectures for fine-grained image classification and semantic segmentation.Sun, 13 Sep 2026 00:00:00 GMTStudies / Researchdeep-learningcomputer-visionneural-networkshttp://localhost:4321/research/demand-forecasting-for-a-gulf-region-furniture-provider/http://localhost:4321/research/demand-forecasting-for-a-gulf-region-furniture-provider/Forecasting single-day and multi-day retail demand with temporal features and neural-network models.Sun, 13 Sep 2026 00:00:00 GMTStudies / Researchforecastingtime-seriesneural-networkshttp://localhost:4321/research/lstm-and-transformer-language-models/http://localhost:4321/research/lstm-and-transformer-language-models/Implementing LSTM and Transformer models for character-level text generation and comparing sequence lengths.Sun, 13 Sep 2026 00:00:00 GMTStudies / Researchdeep-learninghttp://localhost:4321/personal/trigger-royale/http://localhost:4321/personal/trigger-royale/Submission for the Dragonhack 2026. A mobile phone laser tag using machine vision and reID.Sun, 19 Apr 2026 00:00:00 GMTPersonalhttp://localhost:4321/personal/sinji-delfin/http://localhost:4321/personal/sinji-delfin/Our contribution for the Arnes HackatON 2026. A local AI chat bot with RAG.Wed, 15 Apr 2026 00:00:00 GMTPersonalhttp://localhost:4321/personal/daily-insights/http://localhost:4321/personal/daily-insights/A smaller project that focused on generating short form videos from latest news.Tue, 20 Jan 2026 00:00:00 GMTPersonalhttp://localhost:4321/research/bayesian-time-series/http://localhost:4321/research/bayesian-time-series/Forecasting nitrogen-dioxide concentration with an Akaike-weighted ensemble of harmonic, autoregressive, and ARMA models.Sun, 18 Jan 2026 00:00:00 GMTStudies / Researchbayesian-statisticstime-serieshttp://localhost:4321/research/bayesian-hierarchical-models/http://localhost:4321/research/bayesian-hierarchical-models/A hierarchical Bayesian analysis of global happiness using country, continent, GDP, and life-expectancy data.Sun, 28 Dec 2025 00:00:00 GMTStudies / Researchbayesian-statisticshttp://localhost:4321/research/long-term-tracking/http://localhost:4321/research/long-term-tracking/Extending SiamFC into a long-term tracker and evaluating confidence thresholds with precision, recall, and F-score.Tue, 20 May 2025 00:00:00 GMTStudies / Researchcomputer-visionobject-trackingdeep-learninghttp://localhost:4321/research/kernel-methods/http://localhost:4321/research/kernel-methods/Comparing kernel ridge regression and support-vector regression with nested cross-validation.Tue, 13 May 2025 00:00:00 GMTStudies / Researchmachine-learninghttp://localhost:4321/research/advanced-tracking/http://localhost:4321/research/advanced-tracking/Exploring motion models, Kalman filtering, and particle filtering for robust visual object tracking.Sun, 04 May 2025 00:00:00 GMTStudies / Researchcomputer-visionobject-trackinghttp://localhost:4321/research/artificial-neural-networks/http://localhost:4321/research/artificial-neural-networks/Implementing neural networks for classification and regression, with configurable regularization and activation functions.Sun, 27 Apr 2025 00:00:00 GMTStudies / Researchmachine-learningneural-networkshttp://localhost:4321/research/correlation-filter-tracking/http://localhost:4321/research/correlation-filter-tracking/Implementing, improving, tuning, and evaluating a correlation-filter visual tracker on the VOT dataset.Sun, 13 Apr 2025 00:00:00 GMTStudies / Researchcomputer-visionobject-trackinghttp://localhost:4321/research/generalized-linear-models/http://localhost:4321/research/generalized-linear-models/Implementing multinomial and ordinal logistic regression and evaluating both models on basketball-shot data.Sun, 06 Apr 2025 00:00:00 GMTStudies / Researchmachine-learninghttp://localhost:4321/research/mean-shift-tracking/http://localhost:4321/research/mean-shift-tracking/Implementing and improving a mean-shift visual tracker, then evaluating it on the VOT dataset.Fri, 28 Mar 2025 00:00:00 GMTStudies / Researchcomputer-visionobject-trackinghttp://localhost:4321/research/model-evaluation/http://localhost:4321/research/model-evaluation/Comparing model-selection, hyperparameter-search, and evaluation methods for basketball-shot classification.Sun, 23 Mar 2025 00:00:00 GMTStudies / Researchmachine-learningmodel-evaluationhttp://localhost:4321/research/optical-flow/http://localhost:4321/research/optical-flow/Implementing and comparing Lucas–Kanade and Horn–Schunck optical flow with pyramidal and initialization improvements.Sun, 16 Mar 2025 00:00:00 GMTStudies / Researchcomputer-visionhttp://localhost:4321/research/classification-trees-and-random-forests/http://localhost:4321/research/classification-trees-and-random-forests/Implementing and comparing decision trees and random forests on TKI-resistance FTIR spectral data.Sun, 09 Mar 2025 00:00:00 GMTStudies / Researchmachine-learninghttp://localhost:4321/research/computed-tomography-image-analysis/http://localhost:4321/research/computed-tomography-image-analysis/Detecting anatomical edges in filtered CT images by analysing sign changes between neighbouring pixels.Wed, 15 Jan 2025 00:00:00 GMTStudies / Researchmedical-imagingcomputer-visionhttp://localhost:4321/research/face-recognition-pipeline/http://localhost:4321/research/face-recognition-pipeline/Evaluating deep-learning feature extractors and detectors in a recognition pipeline for a 100-person portrait dataset.Tue, 07 Jan 2025 00:00:00 GMTStudies / Researchbiometricsdeep-learninghttp://localhost:4321/research/fingerprint-recognition/http://localhost:4321/research/fingerprint-recognition/Classifying fingerprint samples as genuine or impostor using Bozorth3 similarity scores and fingerprint types.Mon, 21 Oct 2024 00:00:00 GMTStudies / Researchbiometricshttp://localhost:4321/personal/kje-je-kaj/http://localhost:4321/personal/kje-je-kaj/An equipment tracking application.Fri, 13 Aug 2021 00:00:00 GMTPersonal