AI Engineer
SMART Agribusiness and Food
Tanggal: 6 hari yang lalu
Kota: Jakarta, Jakarta
Jenis kontrak: Penuh waktu
Job Description Summary :
This role will be specialized in Vision Transformers, Foundational Models, and Data Science & will be at the forefront of researching, developing, and implementing innovative machine learning solutions in computer vision and generative AI. You will play a pivotal role in driving innovation and advancing our capabilities in using these models across various types of computer vision and real time applications on mobile and edge devices
Job Description :
- Perform research and innovation efforts in developing cutting-edge vision transformer models, self-supervised learning, and other advanced AI techniques for computer vision challenges
- Design and develop algorithms for tasks like object detection, classification, segmentation, and enhancing satellite imagery resolution for agricultural insights
- Analyze and preprocess large-scale datasets, utilizing statistical methods, data augmentation, and visualization tools to improve model performance and provide actionable insights
- Collaborate with cross-functional teams to understand business needs and create scalable AI-driven solutions
- Experiment with novel computer vision techniques, including vision transformer-based models, self-supervised learning models, and model distillation (student-teacher models), to identify the best solutions for specific AI use cases, ensuring the highest performancefor each application
- Optimize and deploy inference models on edge platforms such as smartphones and Raspberry Pi using TensorFlow Lite, OpenVINO, and TensorRT, on real-time AI applications
- Build and train models using advanced computer vision frameworks for industrial applications
- Develop AI-driven control systems and integrate models with hardware for automation in agricultural processes, including activity tracking systems to monitor SOP compliance
- Implement knowledge management solutions using Large Language Models (LLMs) for document search and retrieval, ensuring data privacy
- Ensure quality assurance and compliance of AI models, performing rigorous testing and documentation of research findings, algorithms, and model architectures
- Min Bachelor Degree in Information Technology and Information System
- Having min 3-5 years of working experience in AI Engineer
- Familiar with Coding and Machine Learning
- Fluent in English
- Willing to be located in Head Office Jakarta
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