Hello, my name is Arthur Miada and I'm a software engineer. Started studying IT in 2014, spent the last years working with Computer Vision and image/video processing.
My Projects
3D Annotation Tool
- Made with:
Wire annotation tool for 3d scene. It's an annotation tool browser-based for creating/editing wire segment on the 3d scene. The tool uses Javascript, Three.js for 3d rendering and manipulation, computer graphics and georeferencing/coordinate reference system theory.
Image Segmentation
- Made with:
Scene segmentation on RGB image for scene understanding, more focused on wires and high vegetation. Later on the segmentation was applied to classify points on 3d (check 3D annotation Tool project).
Lane and shoulder overtake detection
- Made with:
Analyse the video and automatically detect road lanes and shoulder overtakes.
Autonomous cameraman
- Made with:
Automatically frame the scene according to the ongoing game. The input is a video recording the entire field and outputs a framed video/streaming. The solution involves computer vision techniques and video streaming tools.
My Skills
- Python
- Numpy
- PyTorch
- Pandas
- OpenCV
- FFmpeg
- AWS
Git- Docker
Linux- Javascript
- Three.js
Rust
My Experience
Computer Vision Engineer
Pix Force February 2023 - May 2024 (1 year and 3 months)
Developed a scene recognition system utilizing data from LiDAR, 360-degree cameras, and GPS sensors mounted on a vehicle. The project aimed to analyze the environment to identify electric distribution wires and assess their proximity to high vegetation.
Software Engineer
Mantis AI February 2019 - February 2023 (4 years)
Product development applied to sports videos using computer vision algorithms, machine learning, and deep learning. Key projects I have worked on include:
- Identification of highlights (goals, penalties, shots on goal, etc.);
- Automatic framing of the game (similar to the work of a cameraman);
- Development of pipelines for multimedia data processing (working with FFmpeg, GStreamer, RTMP, RTSP, HLS, x264, etc.);
- Backend architecture development integrated with AWS products (EC2, Lambdas, Cloudwatch, MediaLive, etc.);
- Maintenance of solutions through automated unit testing and CI/CD.
System Analyst
Giesecke & Devrient May 2016 - February 2019 (2 years and 9 months)
Responsible for the digital certification products. Activities include:
- Development of new profiles for each client (write APDU commands in order to install the desired digital certificates on to the cryptographic device);
- Responsible for the proper functioning of production machines;
- Customer support and service;
- Homologation of products at INMETRO In my role, I work with Java, C#, SQL Server and a little bit with C++.
My Education
Business Informatics
Fatec
Graduated in 2019
Systems Analysis and Development
Claretiano University Center
Graduated in 2019
Contact me
Please contact me at miada.arthur@gmail.com or through this form.