José Pablo Cambronero Sánchez

Title: Innovations by José Pablo Cambronero Sánchez

Introduction

José Pablo Cambronero Sánchez is an accomplished inventor based in New Haven, CT (US). He has made significant contributions to the field of computer programming and repair, holding a total of 3 patents. His work focuses on enhancing program improvement techniques using advanced language models.

Latest Patents

One of his latest patents is titled "Program improvement using large language models." This invention involves generating prompts and submitting them in queries to a language model trained on code to perform automated program repair. The method addresses both syntactic and semantic mistakes by utilizing multimodal prompts, iterative querying, test-case-based selection of few-shots, and program chunking. In certain instances, the edit distance is minimized between an initial flawed program and the automatically created improved version. The flawed program can originate from a programming student or a source code generator.

Another notable patent is the "Language-agnostic computer program repair engine generator." This invention describes techniques capable of creating a language-agnostic computer program repair engine generator. It involves annotating a context-free grammar to identify tokens that may be included or excluded from a computer program in a way that violates the grammar. The generator is designed to create a parser and a repair engine that converts candidate strings into repaired strings, ensuring compliance with the context-free grammar and valid program criteria.

Career Highlights

José Pablo Cambronero Sánchez is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the realm of computer programming. His expertise in program repair and language models has positioned him as a valuable asset in the technology sector.

Collaborations

He has collaborated with notable colleagues such as Sumit Gulwani and Vu Minh Le, contributing to advancements in programming technologies and methodologies.

Conclusion

José Pablo Cambronero Sánchez is a prominent inventor whose work in program improvement and repair has the potential to revolutionize the way programming errors are addressed. His contributions to the field are significant and continue to influence the development of innovative solutions in computer science.