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@catalinakissinger
Aspiring computer scientist with a focus on machine learning.
I am a recent graduate with a Bachelor's degree in Computer Science from Alexandru Ioan Cuza University. My academic journey has been marked by a strong focus on machine learning and algorithm design, culminating in my Bachelor's thesis, where I designed and implemented algorithms for style detection. This project not only honed my technical skills but also taught me the importance of data collection and model evaluation.
In addition to my thesis, I have worked on various projects that have further developed my programming abilities. I led the backend development for a real-time parking availability app, where I designed backend logic and created APIs. Collaborating with a frontend developer allowed me to understand the importance of seamless integration between different components of a project. My hands-on experience with neural networks has strengthened my understanding of machine learning fundamentals, which I am eager to apply in a professional setting.
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Work history, roles, and key accomplishments
Self Employed
Gained extensive hands-on experience with various neural network concepts through practical application. Strengthened a fundamental understanding of core machine learning principles and their implementation.
Alexandru Ioan Cuza University
Designed and implemented advanced algorithms for style detection, managing comprehensive data collection and preparation. Evaluated model performance rigorously and meticulously documented the entire development process.
Self Employed
Contributed significant backend logic to a web recreation of YouTube, utilizing HTML/CSS for the frontend. Ensured robust server-side logic and seamless integration with the frontend components.
Self Employed
Led the backend development for a real-time parking availability application, designing robust backend logic and creating efficient APIs. Integrated real-time updates and collaborated effectively with a frontend developer for seamless system integration.
Self Employed
Implemented advanced primality tests including Solovay-Strassen and Lucas-Lehmer, demonstrating strong theoretical and practical understanding. Developed Reed-Solomon encoding/decoding algorithms for single-error correction.
Degrees, certifications, and relevant coursework
Bachelor of Computer Science, Computer Science
Activities and societies: StyleDetectNet (Bachelor’s Thesis), Neural Network Exploration and Learning, Parking Spot Finder (Java Project), TW_ViR (Team Web Project), Computational Number Theory
Designed and implemented algorithms for style detection. Managed data collection and preparation. Evaluated model performance and documented the process.
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