Emanuel Huber Email & Phone Number

São Paulo, Brazil

Sorocaba, São Paulo, Brazil

• Developed a computer vision solution that uses image segmentation to identify lips and apply lipstick to the user's lips• Designed and coordinated the data annotation process that resulted in a representative and high-quality dataset • Evaluated multiple model architectures which led to 92% performance (mIoU) using PyTorch as the Deep Learning framework

Sorocaba, Sao Paulo, Brazil

• Architected and developed a computer vision solution to detect vehicles from a surveillance camera with object detection techniques that achieved 90% performance (mAP) and real-time inference on embedded hardware• Led the computer vision team with the agile methodology to prioritize client needs to the project backlog• Implemented a continuous integration with automated tests (Github Actions) that increased the team’s productivity by requiring less time from reviewers to manually catch common errors• Created a pipeline for data annotation (stored in Blob Storage) and model training in Azure Machine Learning (Azure Cognitive Services) that enabled fast model deployments.

Sorocaba Area, Brazil

• Developed embedded software and a computer vision system for an autonomous vehicle platform• Implemented a neural network for segmenting the scene containing the vehicle's navigable area

Sorocaba E Região, Brasil

• Developed a platform for manual inspection of breaks in optical fibers using microscopic images• Researched and implemented a proof-of-concept computer vision system for classifying user emotions

Sorocaba E Região, Brasil

Developed web applications using APS.NET MVC technologies.

Sorocaba - Sp

Maintained a legacy application in Delphi.

Mestrado, Artificial Intelligence, 3.9/4

Bachelor Of Science - Bs, Computer Engineering