Marcus Ramos Email & Phone Number

Boston, Ma, Us

Boston, Ma, Us

Schaumburg, Illinois, Us

• Developed a Retrieval-Augmented Generation (RAG) solution to enable business professionals to query customer leases,providing highlighted citations of specific document chunks and safeguarding against hallucinations.• Trained an Optical Character Recognition (OCR) model to extract and validate key information from lease PDFs, automating a previously manual workflow.

Ames, Iowa, Us

• Developed a machine learning model for accurately predicting protein sequence melting temperatures within 6°• Researched, tested, and benchmarked several protein sequence prediction LLMs to identify appropriate models• Conducted extensive literature reviews and synthesized findings to support ongoing research on various LLM

• Constructed and maintained an end-to-end testing framework for PS5 Screen Share, optimizing the CI/CD pipeline• Developed Dockerfiles and Docker Compose configurations to standardize environments across development, testing, and production stages

Schaumburg, Illinois, Us

• Contributed to the backend development of various different applications, demonstrating proficiency with a wide range of languages and frameworks.• Successfully migrated legacy systems to cloud-based environments, optimizing performance, scalability, and cost-efficiency.• Designed and implemented both the entire CI/CD and data pipelines for two separate applications• Leveraged cloud technologies to develop and deploy an application that converts and assigns user requests into developer tickets, simplifying the ticket creation process and enhancing team productivity.• Wrote unit tests to ensure reliability and stability

Master'S Degree, Artificial Intelligence

Bachelor'S Degree, Computer Science