Rafael F.

Key Skills

Software

AWS SageMaker

CVAT

Google Cloud Vertex AI

LabelImg

Label Studio

OpenCV AI Kit (OAK)

Roboflow

Top Subject Matter

Failure analysis system based on image analysis in a cellphone manufacturing company

Classification of wrong icons displayed in cellphone images

Data annotation to train a system to be embedded in a COBOT

Top Data Types

Image

Video

Top Task Types

Bounding Box

Classification

Object Detection

Polygon

Segmentation

Freelancer Overview

I have significant experience in image data labeling and computer vision projects. At Flextronics R&D, I developed a machine vision system using YOLO and OpenCV to identify defects in cellphone displays, improving quality control and reducing errors. My expertise includes creating and managing labeled datasets using tools like LabelImg, Labelbox, and Roboflow, as well as working with machine learning frameworks such as TensorFlow and PyTorch. These experiences have refined my skills in handling image data with precision and efficiency.

Education

Work History