Deep Learning Intern
2 weeks ago
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.
Tell employers what skills you have
TensorFlow
Machine Learning
Scalability
Video Analytics
Segmentation
OpenCV
Artificial Intelligence
Computer Vision
Data Engineering
PyTorch
Statistics
Data Science
VCA
Health Insurance
Python Programming
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