Guilherme Silva
About Guilherme Silva
Guilherme Silva is a Machine Learning Engineer currently working at BairesDev in Franca, São Paulo, Brazil. He has a background in artificial intelligence research from Universidade de São Paulo and has developed several innovative projects in his current role, including an AI model for predicting job openings and a resume evaluation web app.
Work at BairesDev
Guilherme Silva has been employed at BairesDev as a Machine Learning Engineer since 2023. In this role, he has contributed to several significant projects, including the development of an AI model designed to predict the probability of job openings being closed within a specified deadline. He also created a resume reader and evaluator web application that can section resumes, identify written language, and evaluate the completeness of past work experiences. Additionally, he developed a technical interview assistant utilizing Django, PostgreSQL, and Bootstrap, enhancing the recruitment process. Guilherme has hosted internal tech talks and workshops on AI and machine learning, facilitating knowledge sharing among colleagues.
Education and Expertise
Guilherme Silva holds a Bachelor's degree in Information Systems from USP - Universidade de São Paulo, where he studied from 2016 to 2019. He further pursued a Master's degree at the same institution, focusing on artificial intelligence research from 2019 to 2022. His academic background includes undergraduate research in AI with a specialization in computer vision, conducted from 2016 to 2018. This educational foundation has equipped him with a strong understanding of machine learning principles and applications.
Previous Experience at Amdocs
Before joining BairesDev, Guilherme Silva worked as a Software Developer at Amdocs from 2018 to 2019. During his tenure, he gained practical experience in software development, contributing to various projects in the technology sector. His role involved collaborating with teams to deliver software solutions, which helped him build a solid foundation in programming and software engineering.
Research Experience at Universidade de São Paulo
Guilherme Silva has extensive research experience at Universidade de São Paulo. He worked as an undergraduate researcher focusing on artificial intelligence and computer vision from 2016 to 2018. Following this, he pursued a Master's degree, conducting research on AI from 2019 to 2022. His research contributions have played a role in advancing knowledge in the field of artificial intelligence.
Technical Contributions and Innovations
At BairesDev, Guilherme Silva has made notable technical contributions. He solved major issues in a critical Python project, enhancing its operational resilience and reducing AWS costs through refactoring. His innovative projects include the development of a technical interview assistant and a resume evaluation application, which demonstrate his ability to apply machine learning techniques to real-world problems.