About
As a seasoned Computer Vision Engineer, I bring ~2 years of valuable experience in the AI industry. Currently, I contribute my expertise to Widya Robotics, where I play a pivotal role in developing and implementing advanced computer vision algorithms. During my tenure, I have made significant contributions to projects at well-known companies such as Alfabeta and Nodeflux.
Posts
Experience
Widya Robotics
AI Vision Engineer
May 2023 - Now
Led the development of end-to-end computer vision applications within the Nvidia environment. Focused on achieving optimal performance, I harnessed the capabilities of TensorRT and DeepStream for AI model optimization, ensuring seamless operation with low latency. Notable products/projects under my purview include:
- Provided leadership and guidance to MSIB (Kampus Merdeka) AI Engineer Interns, contributing to their professional development and fostering a collaborative learning environment.
- Led the conception and execution of the Coconut Counter AI Engine, an innovative computer vision application, demonstrating expertise in precision agricultural monitoring.
- Led the development of a cutting-edge PPE Recognition system, leveraging advanced computer vision techniques to ensure comprehensive adherence to safety protocols.
- Directed the development of the Skin Analyzer, a sophisticated computer vision application, showcasing a commitment to precision in dermatological analysis and healthcare solutions.
Alfabeta
Computer Vision Engineer
Sep 2022 - April 2023
Specialized in development of end-to-end computer vision applications within the Intel Environment at Alfabeta, an official partner of Intel. Played a key role in building sophisticated computer vision applications optimized for Intel hardware covering CPU, iGPU, and GPU, seamlessly integrated through the application of OpenVINO. My experiences includes:
- Contributed to the development of a License Plate Recognition (LPR) application with a focus on accurately identifying license plate numbers, along with associated vehicle attributes such as model, make, color, and orientation (MMCO).
- Engaged in a project focused on the development of an application utilized by Unilever for the precise detection of forklifts and workers within restricted areas.
- Contributed to the development of a Face Recognition for visitor management system (VMS).
Nodeflux
AI Engineer Intern
Feb 2022 - July 2022
Embarked on my initial professional journey in the domain of AI engineering, specializing in Computer Vision. Under the mentorship of seasoned experts, I immersed myself in acquiring best practices for AI development. Notable internship projects include:
- Contributed to the development of an innovative solution leveraging the Computer Vision Annotation Tool (CVAT) for the automatic data annotation supported by AI models.
- Integrate CVAT with FiftyOne, DvC and Minio to create an end-to-end DataOps platform.
Education
Universitas Gadjah Mada
Engineering Physics (Image Processing)
Aug 2018 - Nov 2022
Acquiring an academic foundation in Engineering Physics has equipped me with a profound understanding of fundamental engineering disciplines. This rigorous education served as the cornerstone upon which I cultivated a robust skill set, enabling me to evolve into a professional Computer Vision Engineer.
- Member of Intelligent and Embedded System Research Group (InESys)
Projects
YOLO3D
Monocular 3D object detection