About Cynapse
Cynapse is an award-winning AI software product company specializing in enterprise-grade Video Content Analytics (VCA) and Generative AI for highly challenging environments. Our cutting-edge platform leverages cloud/on-premise infrastructure, computer vision, AI, deep neural networks (DNNs), and IoT/Edge technologies.
Led by globally renowned experts with leadership experience at Microsoft and Intel, Cynapse is headquartered in Singapore (One North Area).
We are seeking a highly motivated Deep Learning Intern to join our AI & Computer Vision team. This role offers an exciting opportunity to work on designing, training, and fine-tuning state-of-the-art models, contributing directly to the development of innovative AI solutions for global customers.
Objectives:
As a Deep Learning Intern, you will:
- Gain hands-on experience in the end-to-end deep learning pipeline, including data preparation, model training, evaluation, and deployment.
- Assist in building, training, and fine-tuning deep learning models for various tasks such as classification, segmentation, object detection, and beyond.
- Conduct experiments, analyze results, and contribute to optimizing models through performance analysis and model refinement, incorporating your findings into future iterations.
- Work closely with AI engineers to implement machine learning techniques and algorithms.
- Deepen your understanding by exploring advanced topics such as optimizing model architectures for specific application needs, enhancing model scalability, and experimenting with cutting-edge research models in deep learning and AI.
Qualifications:
Required:
- Currently pursuing or completed a Diploma/Bachelor/Master in Computer Science, Data Science, Artificial Intelligence, Machine Learning, or related fields
- Basic understanding of machine learning concepts, demonstrated through completion of at least one hands-on university or online machine learning module
- Proficiency in Python programming (minimum 3 months of experience).
- Familiarity with at least one deep learning framework such as TensorFlow, PyTorch, or similar.
- Strong analytical thinking and problem-solving skills.
Preferred (Bonus Skills):
- Experience in training or fine-tuning deep learning models.
- Knowledge of computer vision concepts and libraries (e.g., OpenCV).
- Familiarity with deploying models in cloud/on-premise environments or on edge devices.
- Interest in exploring advanced topics such as Generative AI, multi-modal learning, or real-time video analytics.
Duration:
- Internship duration: Minimum 6 months.
- Availability: At least 4 days a week, with a preference for full-time.
- Flexible start and end dates to accommodate exams or personal schedules.
Note: This position is open to candidates based in Singapore or with prior experience studying/working in Singapore.
Benefits:
- Flexible schedule.
- Health insurance.
- Professional development opportunities.
- Work-from-home options.
