Welcome to my portfolio! I am Ruby Abdullah, an experienced AI and data consultant with expertise in computer vision and image processing. Below are some of my notable projects and contributions:
- keypoint regressor
- geometric function for data extraction from keypoint
- Optical Character Recognition
- Classify which type of document
- Classify is document is fotocopy
- Extract some data from the document
- Action Recognition
- Violence detection alert system
Developed a defect detection system for auto QC in Hand Former Company MDI.
Developed a crack detection system for auto QC in Yamaha Motor Part Manufacturing Indonesia.
Jakarta, Indonesia Local Chapter - Forest Fire Detection with Drone Camera Using Computer Vision and Artificial Intelligence Technology
The Jakarta, Indonesia Local Chapter aims to develop a project using drone cameras, computer vision, and artificial intelligence to enhance forest fire detection. By analyzing drone footage and utilizing advanced algorithms, the project aims to swiftly identify fire hotspots and alert authorities in real-time, contributing to environmental conservation and raising public awareness about forest fire prevention.
note: the project is just a research project not until deployment
Developed a face recognition API for attendance purposes.
Developed a QHSE monitoring system using PPE detection for PT Adhi Perseda Beton.
Developed a QHSE monitoring system using PPE detection for PT Waskita.
Developed a coconut counter system for PT Nico Indococo.
Developed a skin analyzer for the Touch Me App.
Developed an automatic gesture recognition system for automatic job interviews.
Developed an automatic gaze recognition system for automatic job interviews.
Efficient Object Detection on video streams using OpenCV.
The EfficientStreamOD module provides an abstract class for efficiently processing video streams and performing object detection. The class uses a grid-based approach to process multiple frames in parallel and improve the overall processing speed.
Check it out at: https://github.com/rubythalib33/VectorDB
Developed a simple vector database server using Boost Asio for handling TCP connections.
Check it out at: https://github.com/rubythalib33/VectorDB
Re-implemented SRGAN, binary compression, and image compression using SRGAN recovery and binary restoration.
Check it out at: https://github.com/rubythalib33/EfficientStreamOD
Developed 3D torchvision with ImageNet Pretrained.
Check it out at: https://github.com/rubythalib33/3D-Torchvision
telelogs is a package to send log message on your telegram if something happened on a server, e.g your training is done, update CI/CD and manymore
Check it out at: https://github.com/rubythalib33/telelogs
Contributed to the implementation of a torch frontend API for GELU implementations.
Check it out at: https://github.com/unifyai/ivy