Below is a selection of my projects. Some of them are confidential so I can only share a little. If interested for more, reach out and I'll try my best. :-)
Cortrium Analysis Engine (CAE)
End-to-end AI system for clinical-grade ambulatory ECG analysis and reporting, including signal quality assessment, R-peak verification, beat and rhythm classification.
Cortrium
2020-2026
Cortrium Analysis Engine (CAE)
End-to-end AI system for clinical-grade ambulatory ECG analysis and reporting, including signal quality assessment, R-peak verification, beat and rhythm classification.
Cortrium
2020-2026
Semi-supervised AF Detection
Semi-supervised VAE model for arrhythmia detection in ambulatory ECG using limited labelled data, distinguishing atrial fibrillation (AF) from normal rhythm and other arrhythmias.
Cortrium, DTU Health Tech
2023-2025
Semi-supervised AF Detection
Semi-supervised VAE model for arrhythmia detection in ambulatory ECG using limited labelled data, distinguishing atrial fibrillation (AF) from normal rhythm and other arrhythmias.
Cortrium, DTU Health Tech
2023-2025
RoGlove
Wearable for gamified hand physiotherapy, tracking the joints range of motion and monitoring the overall rehabilitation process.
DTU Health Tech, DTU Skylab
2021-2023
RoGlove
Wearable for gamified hand physiotherapy, tracking the joints range of motion and monitoring the overall rehabilitation process.
DTU Health Tech, DTU Skylab
2021-2023
BCI for Post Stroke Rehabilitation
ML-based algorithm for distinguishing wrist movement intention from EEG signals to physically assist and help the neurorehabilitation of motor impaired stroke survivors.
DTU Health Tech
2021-2022
BCI for Post Stroke Rehabilitation
Developing machine learning algorithms for distinguishing wrist movement intention EEG signals to assist and help the neurorehabilitation of motor impaired stroke survivors.
DTU Health Tech
2021-2022
Trajectories and Treatment Response Prediction in Schizophrenia
DL-based pipeline to stratify and predict the treatment response outcome for schizophrenia patients, using interview and Danish national registry data.
Novo Nordisk Foundation for Protein Research, Gentofte Hospital
2022
Trajectories and Treatment Response Prediction in Schizophrenia
DL-based pipeline to stratify and predict the treatment response outcome for schizophrenia patients, using interview and Danish national registry data.
Novo Nordisk Foundation for Protein Research, Gentofte Hospital
2022
Vessel Trajectory Forecasting
DL-based sequence-to-sequence model for predicting vessel trajectories given their past AIS map positions for global-scale usage.
DTU Compute, Maersk Tankers
2021
Vessel Trajectory Forecasting
DL-based sequence-to-sequence model for predicting vessel trajectories given their past AIS map positions for global-scale usage.
DTU Compute, Maersk Tankers
2021
NYC Car Collision Predictor
Case study for analysing and predicting car crashes in NYC by fusing publicly available datasets on past car crashes, speed limit and weather data.
MSc Group Project - DTU Compute
2021
NYC Car Collision Predictor
Case study for analysing and predicting car crashes in NYC by fusing publicly available datasets on past car crashes, speed limit and weather data.
MSc Group Project - DTU Compute
2021
Convolutional Motif Embeddings Tool
Web deep-learning framework for the decomposition of proteins into motif embeddings aiming to help protein design and new drug discovery.
MIT Media Lab
2018
Convolutional Motif Embeddings Tool
Web deep-learning framework for the decomposition of proteins into motif embeddings aiming to help protein design and new drug discovery.
MIT Media Lab
2018
Bteam Platform
Web platform for communication, collaboration and project management tailored to the needs of the maritime and shipping industry.
Benefit Software
2017-2018
Bteam Platform
Web platform for communication, collaboration and project management tailored to the needs of the maritime and shipping industry.
Benefit Software
2017-2018
Sundial Room
Concept of a specialised rooftop architecture manipulating sunlight to create a whole-day indoor light experience for abstract time-telling.
Pratt Institute Industrial Design Studio
2017
Sundial Room
Concept of a specialised rooftop architecture manipulating sunlight to create a whole-day indoor light experience for abstract time-telling.
Pratt Institute Industrial Design Studio
2017
On Board Inventory App
App for managing the vessels’ cargo inventory designed for rugged industrial handheld computers that include barcode scanning functionality.
Benefit Software
2017
On Board Inventory App
App for managing the vessels’ cargo inventory designed for rugged industrial handheld computers that include barcode scanning functionality.
Benefit Software
2017
Cover Insurance Brokers Website
Public website, intranet and an updated brand identity for Cover Insurance Brokers, a leading company in the Greek insurance market.
Cover Insurance Brokers
2017
Cover Insurance Brokers Website
Public website, intranet and an updated brand identity for Cover Insurance Brokers, a leading company in the Greek insurance market.
Cover Insurance Brokers
2017
Toymail Cloud
App design and branding for the new Toymail Cloud platform addressed to young kids and their parents.
Toymail Co.
2017
Toymail Cloud
App design and branding for the new Toymail Cloud platform addressed to young kids and their parents.
Toymail Co.
2017
Alternating the IKEA Clock
Hacking and designing low-cost alternatives for the $1.99 IKEA clock including experimentation with the laser cutter.
Pratt Institute Industrial Design Studio
2017
Alternating the IKEA Clock
Hacking and designing low-cost alternatives for the $1.99 IKEA clock including experimentation with the laser cutter.
Pratt Institute Industrial Design Studio
2017
Clever-i App
Mobile app for fleet operations management, part of a novel mobile maritime ERP suite.
Benefit Software
2017
Clever-i App
Setting the foundations for a mobile Maritime ERP suite II.
Benefit Software
2017
Inspector App
Mobile app for performing vessel inspections, part of a novel mobile maritime ERP suite.
Benefit Software
2016
Inspector App
Setting the foundations for a mobile Maritime ERP suite I.
Benefit Software
2016
Optimal Portfolio Updates with Transaction Costs
A low-cost easy-to-use investment portfolio management tool coded in MATLAB.
BEng Thesis Project - Imperial College EEE
2016
Optimal Portfolio Updates with Transaction Costs
A low-cost easy-to-use investment portfolio management tool coded in MATLAB.
BEng Thesis Project - Imperial College EEE
2016
Micro UV Index Calculator
Concept of a wearable device equipped with UV and color sensors that determines the optimum sun exposure time for different skin types.
BEng Group Project - Imperial College EEE
2015
Micro UV Index Calculator
Concept of a wearable device equipped with UV and color sensors that determines the optimum sun exposure time for different skin types.
BEng Group Project - Imperial College EEE
2015
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© 2026 Alex Efstathios Voinas. All Rights Reserved.