Dustin Leduc Email & Phone Number

Santa Ana, California, United States

- Used Python and NVIDIA Triton Inference Server to host the Llama2 and Mistral 7B large language models (LLM) with retrieval augmentation generation (RAG) capability- Created a benchmark of 20 questions measuring LLM performance (e.g. accuracy, consistency, and relevance)- Translated over 200 queries from Sybase’s SQL dialect to MySQL’s dialect and provided feedback to improve an internal SQL course- Enhanced network security by creating a pipeline to detect abnormal user behavior and other network anomalies using NVIDIA Morpheus, Python, Docker, and Jupyter Notebook

Washington, District Of Columbia, United States

- Created data visualizations using Tableau to address and find irregularities in the data, like outliers- Helped review and update documents and data matrices to support current Enterprise Data Platform processes- Created a machine learning pipeline to predict whether a taxpayer owes money using Python neural networks- Utilized Python libraries to normalize text by transforming input text into the most similar text in a dataset

Irvine, California, United States

- Implemented a pipeline that used several machine learning models to predict student academic success and behavior from Canvas interactions using Python- Used Amazon SageMaker and Redshift SQL to design and aggregate statistical features derived from user actions on Canvas- Investigated Canvas data patterns by recording videos of actions on Canvas and using SQL to query tables of user actions in order to correlate user actions with its data patterns produced- Onboarded 2 new members and presented current research findings at weekly meetings to a group of 10 people

Irvine, California, United States

- Preprocessed raw data by combining csv files by project ID and filtering out trivial data points- In a group of 5, implemented a chatbot with retrieval augmentation generation (RAG) technology using Python, Chroma’s vector database, GPT-4 Turbo API, and LangChain

Master Of Science - Ms, Computer Science

Bachelor Of Science - Bs, Computer Science, Gpa: 3.755