Diane Tuyizere
Research Assistant at Carnegie Mellon University Africa
Carnegie Mellon University Africa
Rwanda
Hi, I'm Diane Tuyizere!
Research Assistant at Carnegie Mellon University Africa
I am an Artificial Intelligence (AI) engineer with a deep passion for Machine Learning applied to Natural Language Processing, Computer Vision, and Humanoid Robotics. My journey in AI has been driven by my curiosity to explore and innovate in these evolving cutting-edge domains. Despite my experience of working as a software developer, I have a strong mathematical foundation in machine learning and practical experience in deep learning applications in AI. Through different research, project competitions, and professional working experience, I’m equipped with hands-on skills in topics related to image/speech processing, Large Language Models (LLMs), computer vision, and humanoid robotics. I am dedicated to pushing the boundaries of what AI can achieve, and I’m eager to contribute my technical expertise and enthusiasm to pioneering innovations in the above-mentioned areas.
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Experience
Research Assistant
May 2023 - Present
Developed interactive and user-friendly dashboards utilizing the Dash framework, effectively presenting complex data and analytics in a visually appealing manner. Conducted in-depth investigations into technological advancements shaping the agricultural landscape, gathering and analyzing data to provide valuable insights for optimizing farming practices and resource allocation in the African context.
Graduate Teaching Assistant: Applied Computer Vision
January 2024 - May 2024
Preparing recitation, leading lab sessions related to applied computer vision concepts and techniques. Supporting students in understanding complex computer vision principles by offering one-on-one assistance, conducting workshops, or providing additional resources. Grading student homework and quizzes as well as performing student evaluation.
Ministry of Agriculture and Animal Resources
Software developer-internship
May 2023 - July 2023
Designed, and developed a robust Farmer Management System aimed at optimizing agricultural processes, streamlining data collection, and enhancing communication channels for farmers. Collaborated closely with cross-functional teams to conceptualize, design, and implement the API, enabling third-party integration and enhancing the accessibility and usability of the software across various platforms.
Kenya(Remote)
Executive Assist
January 2022 - August 2022
Conducted thorough data analysis to extract meaningful insights, generate reports, and provide actionable recommendations for decision-makers, contributing to data-driven strategies and business growth. Conducted thorough desk research to gather and organize information, supporting executive-level tasks, including market analysis, competitor research, and report preparation.
Fatima Al-Fihri Open University
IT Intern
September 2021 - December 2021
Provided technical assistance and direction to remote users, troubleshooted system and network problems, diagnosed and fixed hardware and software defects, and provided support, including procedural documentation and necessary reports. Managed entire IT-enabled company application systems and projects across the organization and integrated the entire IT environment through dedicated staff in compliance with integration standards and company policies.
Zummit Infolabs
Junior Data Scientist
June 2021 - October 2021
Increased team efficiency by 25% and reduced the company’s costs by 20% by solving business clients’ problems using Machine Learning techniques like Regression, Classification, Supervised and unsupervised Recommenders, and Reinforcement Learning. Worked with a team of Architects and Data Scientists to build and test Neural Networks, CNN, RNN, LSTM or GAN projects for clients which increased customer satisfaction by 20%.
Vatel Rwanda
Academic intern MBA program & admin
June 2021 - September 2021
Assisted in completing the course program for the MBA in Conservation and Sustainability in Tourism. Provided for approx 60 students support services: the writing center, clubs, student activities, extracurricular, guest, speaker and lecture series, etc. Ensured compliance with Vatel Corporate standards in all aspects of academics.
African Leadership University
Academic Mentor Intern
September 2019 - April 2021
Develop and strengthen for approx 100 students’ responsibility towards their academic performance by train and equipping them with the necessary skills to become independent through arranging a weekly meeting with them. Conduct one-on-one interactions with approx 30 mentees, act as a thoughtful facilitator who provides access to people and resources, and ultimately a role model and successful advocate.
Education
Artificial Intelligence
Carnegie Mellon University Africa
Graduated in 2024
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Projects
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