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Jonathan Mei is listed as Student at University of Maryland at Department of Computer Science, UMD, based in Ellicott City, Maryland, United States. AeroLeads shows a matched LinkedIn profile for Jonathan Mei.
Jonathan Mei previously worked as Undergraduate Teaching Assistant at Department Of Computer Science, Umd and Math Coach/Math Coach Leader at Umd Math Success Program. Jonathan Mei holds Bachelor Of Science - Bs, Computer Science from University Of Maryland.
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Jonathan Mei is a Student at University of Maryland at Department of Computer Science, UMD.
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College Park, Maryland, United States
• Assisted 1200+ students through grading/proctoring in collaboration with a team of 20+ TAs and two professors• Held 6+ hours of office hours weekly to help to students debug Java unit tests and prepare for exams/quizzes
College Park, Maryland, United States
• Spearheaded recruitment of new staff members and facilitated staff trainings throughout the school year• Provided personalized coaching to 300+ students for homework/exam prep in Calculus, Linear Algebra, and Statistics
Annapolis Junction, Maryland, United States
• Trained and fine-tuned machine learning models and TensorFlow neural networks in Python for binary classification of malware detection, network intrusion, and phishing URLs, achieving model accuracies of over 90%• Created an Streamlit chatbot web application using Llama3 API and Langchain, utilizing Retrieval-Augmented Generation (RAG) to optimize the response and accuracy of the LLM for cybersecurity-related tasks• Constructed ML pipelines for training object detection models using Kubernetes, Kafka, and KServe to automate processes such as model training and inference, increasing speedup of retraining/deployment by 250%• Developed Python scripts using BeautifulSoup and Selenium to scrape text/code from websites, videos, and images for FAISS vector store embeddings using a recursive text splitter• Leveraged PostgreSQL to construct and manage database schema to organize data, and executed SQL queries for efficient data retrieval and storage to support ML pipelines, prediction services, and other functionalities
College Park, Maryland, United States
Conducted research under supervisor Professor Bao Yang in the Department of Mechanical EngineeringReview literature on the application of artificial intelligence in aircrafts and rocketsTopics included the use of artificial intelligence and machine learning on aircraft design, maintenance, rocket landing, and more as well as the use of neural networks, fuzzy logic, and many more methods of ML and AI
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Jonathan Mei works for Department of Computer Science, UMD.
Jonathan Mei is listed as Student at University of Maryland at Department of Computer Science, UMD.
Jonathan Mei is based in Ellicott City, Maryland, United States while working with Department of Computer Science, UMD.
Jonathan Mei has worked for Department Of Computer Science, Umd, Umd Math Success Program, Everwatch, and University Of Maryland.
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Jonathan Mei holds Bachelor Of Science - Bs, Computer Science from University Of Maryland.
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