Data Engineer, AI, Education
Summary Skills: Fine Tuning · Large Language Models (LLM) · Natural Language Processing (NLP) · TPU · GPU · Artificial Intelligence (AI) · LoRA · QLoRA · FinTech · financial risk compliance · Chatbot Development · Keras · PyTorch · Project Management · Gemma-2b · Gemma-7b · Data Cleaning · Synthetic Data Generation Highlights Project …
Role: Student AI Researcher at Skinopathy Skills: Artificial Intelligence (AI) · speech-to-text · Fine Tuning · QLoRA · Natural Language Processing (NLP) · Text-to-Speech Synthesis · Data Processing · Data Cleaning · OpenAI Whisper · Audio Recognition · Project Management
I conducted some preliminary tests to assess the efficacy of employing GPT-4 for analyzing reference documents and generating answers for tasks assigned in the first semester of my graduate certificate program. It’s worth noting that this project was carried out post-completion of those courses, and therefore, was not utilized for the assignments associated with those …
Recently, I discovered that even with the above comprehensive schedule encompassing all class choices, creating diverse timetables to meet various preferences can be time-consuming. For instance, some of my friends prefer not to have classes on Saturdays, others aim to condense classes into fewer days, and I personally want to avoid morning sessions. Additionally, there …
In the realm of online shopping and entertainment, we often encounter personalized recommendations like “You may also like this item” or “Recommended movies based on your preferences.” These suggestions stem from association rule mining algorithms, specifically market basket analysis. This method uncovers item relationships from historical data, shedding light on customer behavior and preferences. Recently, …
Project time: 2017-2018 This project is a modification of the oTree platform, tailored to support live sessions of exams and class exercises, offering an enriched user experience for both researchers and participants. Project Overview: This project builds upon the foundation of the oTree: Behavioral research platform, extending its capabilities to suit real-time classroom activities, exams, …
Project time: 2020 This project showcases my expertise in web scraping and data analysis. This project leverages the power of Python and Scrapy, a robust web scraping library, to collect and transform educational information into valuable insights. Project Overview: This project revolves around the collection and organization of educational data, with a particular focus on …
These projects exemplify my ability to leverage technology and data analysis to make educational content engaging and accessible to a wide audience. Platform 1: Twitter: ShijunJu Growing Twitter Following: On Twitter, I have cultivated a substantial following of over 3,000 engaged followers (with the help of Python Selenium). This platform serves as a valuable channel …