Aaron Lee Email & Phone Number

Los Angeles, Ca, Us

Los Angeles, California, United States

● Designed data management app UI/UX in Streamlit Snowflake for efficient SQL operations across organization● Engineered chatbot integrated with Snowflake environment with RAG pipeline to automatically process company financial and technical, and IT documents ● Utilized PySpark and SQL to create ETL solutions and incorporate AI architectures into company backend tech stack● Analyzed company email communications through knowledge mining and graphical social network visualization; presented research findings and suggestions to improve communications to C-Suite leadership.

Los Angeles, California, United States

- Researched Natural Language Generation (NLG) in Visual-Language Augmented LLMs- Designed novel Retrieval-augmented Generation (RAG) system for improving Visual LLM feature extraction in Reinforcement Learning with AI Feedback (RLAIF) loop- Engineered scripts to analyze and evaluate models on classification performances and dialogue-Developed demo in React.js for conference presentations

Los Angeles, California, United States

• Preprocessed database of over 1000 historical documents using Hoffman2 Cluster for optical character recognition in the French language• Implemented multilingual topical modeling with 10 core topics and semantic analysis with bag-of-words and Word2Vec modern AIarchitectures with Mallet API and Genism / Nltk libraries to identify and examine French attitudes towards colonial America• Identified underlying themes and biases in textual data by training custom LDA unigram model for enhanced data visualization in JupyterNotebook environment; constructed relational knowledge graphs from textual named entities• Presented findings in reports and weekly conferences with cross-functional team of researchers in digital humanities

Los Angeles, California, United States

Designing deep learning tools on retinal OCT images to preemptively detect optical diseasesConstructed full-stack web application for patient glaucoma severity diagnosis with confidence intervals using React.js, PyTorch, TensorflowPreprocessed patient data consisting of over 300 OCT scans, RNFL maps, and retinal images from Indian hospitals for integration into ensemble machine learning multi-classifcation model with CNN architecture with over 89% accuracy.

Los Angeles, California, United States

I use MATLAB Simulink and Field-II open-source package to simulate improved high-resolution ultrasound medical imaging technology for prostate cancer diagnosis; incorporated image processing techniques to large dataset of patients to detect prostate cancer; modulated parameters in ultrasound transducer design to achieve greater penetration of at least 3 cm into human tissue; presented research results in weekly conferences to lab groups and project team; obtained certification for FDA-regulated research on human subjects, laboratory safety, and biosafety certifications

Bachelor Of Engineering - Be, Chemical Engineering, Senior

Activities and Societies: NLP Researcher UCLA Health Researcher Association for Computing Machinery | Artificial Intelligence | ACM AI.

Pharmaceutics And Drug Design

Activities and Societies: National Honor Society Math Olympiad Science Olympiad Orange County Academic Decathlon Chamber Orchestra

Computer Science

Android Application Programming and Development