Alexandre Olivé Pellicer

I'm a master's student at Video and Image Processing (VIPER) Laboratory at Purdue University. My advisor is Prof. Edward Delp.

I graduated with a bachelor's degree in Telecommunications Engineering from Universitat Politècnica de Catalunya (UPC).

Email  /  CV  /  LinkedIn  /  Github

Publications

Experience

• Developed a Video Diffusion Model for generating synthetic video echocardiograms (IEEE SSIAI)
• Learned and experimented with GAN-based super-resolution models to enhance ultrasound image resolution
• Fine-tuned forecasting foundation models for anomaly detection in multivariate time series
• Researched on unsupervised transformer and LSTM autoencoder for anomaly detection in spacecraft multivariate time series (IEEE Aerospace Conference, co-authored with Lockheed Martin)

• Worked on an offer generator for the marketing team of a telecommunications company
• Implemented zero-shot and few-shot prompting of GPT-3.5 Turbo to generate personalized descriptions of products according to the profile of the clients
• Automated the creation of product bundle images, combining product visuals, personalized descriptions and title

• Developed an Arduino-based prototype for early-stage lung cancer detection using exhaled air and analyzed its real-world implementation with the goal of reducing diagnosis and treatment costs by 80%
• Collaborated with researchers from CERN together in a team of students from 12 different countries studying at ESADE (MBA Business school), IED (Design school) and UPC (Engineering school)

• Performed front-end development of a webpage using Adobe Experience Manager (AEM)

Education

• Master's Degree in Electrical and Computer Engineering
• Advised by Prof. Edward Delp

• Bachelor's Degree in Telecommunications Engineering
• Focus on signal/audio/image processing