Tewodros Idris
Artificial Intelligence at Carnegie Mellon University Africa
Rwanda
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Protocol Engineer at NuNet
A motivated Machine Learning engineer with a solid background in software development and practical exposure to Machine Learning projects. Holds expertise in crafting data-centric applications and showcases a keen interest in research areas like deep learning, natural language processing, and generative models. Actively enrolled in a master's degree program focused on Engineering Artificial Intelligence.
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Experience
NuNet
Protocol Engineer
January 2021 - January 2023
Spearheaded initiatives to implement decentralized solutions, ensuring platform robustness and broadening device integration capabilities
Implemented a peer-to-peer network, enabling the platform's decentralization
Played a pivotal role in the creation of microservices designed specifically for the decentralized platform
Developed and launched a device onboarding mechanism using Python and Bash, later expanding support for various operating systems and device architectures
iCog-Labs
Intern Software Engineer
January 2019 - January 2021
Contributed to diverse AI projects, from developing an Amharic language model and generating synthetic image datasets to crafting real-time object detectors
Engaged in end-to-end development of an Amharic language model, from data collection to deploying models using LSTMs and RNNs
Innovated by generating annotated synthetic image datasets of black people using Style GAN, enhancing face recognition model training
Contributed to the development of real-time object detectors leveraging OpenCV and Detectron 2
Education
Artificial Intelligence
Carnegie Mellon University Africa
Graduating in 2025
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