Projects
Sung Oh's Projects
Scholar Capital
A web application that transforms Google Scholar profiles into interactive network visualizations. By simply replacing 'scholar.google.com' with 'scholar.capital' in any URL, users can explore research networks through dynamic graphs, featuring progressive disclosure of papers, co-author connections, and citation analysis for enhanced academic research discovery.
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Foodiverse
A pixel-art campus game where students can discover and share food resources through community fridges and mutual-aid listings. The platform features interactive 2D navigation, real-time updates, AI integration for food identification, and comprehensive accessibility design to address food insecurity while building community.
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Instant Prompt Optimizer
A Chrome extension that instantly optimizes highlighted text into better AI prompts using Google's Gemini AI. The extension transforms AI conversations with improved, more effective prompts across popular platforms like Claude.ai, ChatGPT, Google Gemini, and Perplexity.
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DiaryQuest
A web-based platform that streamlines HCI-focused diary studies with intuitive submission tools, progress tracking, and sentiment analysis. The system uses a fine-tuned Mistral 7B model to generate constructive, rubric-based feedback and thematic insights from student reflections, enabling scalable AI-assisted evaluation and promoting deeper engagement in large classroom settings.
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DigitalPage
Comprehensive speech-to-speech pipelines integrating OpenAI's Whisper model with advanced VAD techniques to create seamless audio processing workflows. The implementation enables real-time voice interactions with optimized latency and enhanced user experience through intelligent speech detection and processing.
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Explore Public's Perspectives on Generative AI in Computer Science (CS) Education: A Social Media Data Analysis
A research project analyzing public sentiment towards Generative AI in CS education using BERT-based models and Large Language Models (LLMs). The study collected and filtered Reddit comments to identify key concerns and benefits of Generative AI tools in educational settings, revealing positive sentiment towards AI for learning while highlighting challenges such as academic dishonesty and over-reliance on AI.
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Fintellection
An AI-powered search engine that fetches and displays real-time financial data from the internet. Utilizing advanced techniques such as Retrieval-Augmented Generation (RAG), embeddings, and similarity searching, it delivers accurate and insightful financial information for informed decision-making.
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Smart Workout Tracking Solution for Outdoor Fitness
A user-centered smart workout tracking system for outdoor fitness that leverages mobile and smartwatch technologies to provide real-time data and personalized exercise plans, enhancing the outdoor workout experience.
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Solar Powered Autonomous Drone
A project developing solar-powered autonomous drones to address sustainability concerns associated with battery-operated drones. By integrating solar panels, these drones reduce reliance on non-renewable energy sources, promoting a more environmentally friendly and efficient solution for drone technology.
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Google Datacenter Workload Characterization
A data analysis project characterizing Google Datacenter workloads by analyzing and visualizing data from Google's production systems using Matlab. The project focused on understanding task and job patterns, resource usage, and identifying correlations between CPU and memory consumption within the dataset.
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