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Computer Vision
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I'm an IT fresh graduate dedicated to advancing myself as a Tech Professional with a passion for mentorship and operational efficiency, with proven experience in programming mentorship, Data Science, and project administration to management. My skill set includes team leadership, resource allocation, event coordination, and administration tasks. Committed to delivering exceptional results, I strive to foster innovation, especially in education and technology fields.
Developed and maintained website application systems, using PHP and Laravel framework, enusring functionality and scalability. Optimized databases and queries to improve system efficiency and performance. Collaborated remotely with team members through online meetings, ensuring effective communication and project alignment to meet project deadlines and goals.
Developed an AI-based generative caption maker, "Captioneer", as part of a collaborative team. Contributed in training and applying machine learning to AI techniques to enhance the algorithms of Captioneer. Worked in a fast-paced environment, with dependable coworkers to achieve the project goals of leveraging real-world challenges with high-impact results.
Teaching students remotely, how to create their own games, web, apps, and digital products using simple coding languages such as JavaScript, HTML & CSS, React Native JS. The curriculum emphasizes conceptual understanding, logical thinking, and problem-solving so that students can be creative, with or without tutorials on enhancing their understanding of making and learning various softwares.
For my undergraduate thesis project, I conducted research titled "Hangul Character Recognition of A New Hangul Dataset with Vision Transformers Model." This project focused on developing and fine-tuning Vision Transformer model to accurately recognize Korean characters using a newly constructed dataset that I compiled personally. The research has been published in the SINTECH Journal and can be accessed via the following link: https://doi.org/10.31598/sintechjournal.v7i3.16.....
I was involved in developing a Copywriting Automation Website as a Machine Learning Engineer. The website allows users to generate marketing text effortlessly by providing an item description or referencing example text. It also includes an image generation feature, where users can upload an image to automatically generate a descriptive text. This description is then used to produce marketing text automatically. My role focused on designing and implementing the machine l.....
During my time at PT. Timedoor Indonesia, I was part of a Freelance AI Curriculum Maker team, developing AI curriculum based on Python programming language. The projects focused on training children's logical and analytical thinking, algorithm concepts and learning the development of Artificial Intelligence, with sprinkles of Machine Learning to Data Science basic knowledges. For the tools used, the book contents were designed using Adobe InDesign, and the programming wa.....
Adapted to new tools and technologies quickly, demonstrating eagerness to learn and flexibility in solving technical challenges. Has contributed to projects that bridged the gap between technical innovations and user needs, showcasing an ability to understand and align with client requirements.
Gained hands-on experience in applying machine learning techniques to real-world projects, enhancing technical problem-solving skills. Presented technical findings clearly and effectively to non-technical audiences, honing skills essential for consulting roles.
Developed strong analytical thinking while researching Vision Transformers model for base Hangul Character Recognition with fine-tuning methods, from data preparation to model optimizations.
