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.

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.

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.

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