Miguel Giboyeaux-Camilo

Undergraduate Research on LLM Compression (January 2024 - Present)

• Exploring advanced research techniques for transforming machine learning models to run efficiently on edge devices, specifically focusing on quantization methods.

SDS Final Project (January 2024 - May 2024)

• Collaborated in a team environment, each member contributing a unique page showcasing a distinct generative AI application, integrating user input, database queries, generative AI API calls, and output presentation/download functionalities.

PM Final Project OverSee (January 2024 - May 2024)

• Collaborated on a group project to define product requirements for a hypothetical application.
• Researched target user needs and identified unmet needs through user journey mapping.
• Defined key user personas and documented their pain points and goals.
• Contributed to creating a product vision and value proposition.

Huffman Coding (May 2023 - April 2023)

• Implemented Huffman coding with maps and binary trees for efficient string data compression, resulting in memory reduction exceeding 75% in specific scenarios.