Irene Korir
Telecommunication Engineering at Dedan Kimathi University of Technology
Kenya
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Participant at IEEE SPS VIP Cup 2024
Highly motivated and results-oriented individual seeking to leverage my skills in machine learning and data analysis to contribute to innovative projects and solutions. I am passionate about utilizing technology to solve real-world problems and contribute to a dynamic and collaborative team environment.
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Experience
IEEE SPS VIP Cup 2024
Participant
March 2024 - July 2024
Participated in a team project focused on SS-OCT Image Analysis for Image Denoising, Super-resolution, and Classification.
Utilized Autoencoder, SRGAN, and VGG16 Pretrained Models to achieve a F1 Score of 0.99042 on the VGG16 model and a PSNR of 35.12db for denoising the autoencoder, showcasing proficiency in model selection and implementation.
Next Technologies
AI Intern
January 2024 - April 2024
Assisted in developing machine learning models for predicting customer behavior, conducting data preprocessing, feature extraction, and data visualization tasks.
Implemented a recommendation system using collaborative filtering techniques, showcasing proficiency in implementing algorithms for predictive tasks.
Participated in weekly team meetings to discuss progress and present findings, contributing to project management and communication.
Education
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