Pentas Vision Pte Ltd
2 months ago
AI Research Intern (Image Restoration and Enhancement)
Sign up to save this job, get alerts, and apply with an optimized CV.
Company information
- Company
- Pentas Vision Pte Ltd
- Location
- Singapore Singapore
- Posted
- 2 months ago
Job description
Leveraging Sony’s world-leading sensor technology as a subsidiary of Sony Semiconductor Solutions Corporation (SSS), Pentas Vision is committed to advancing the deep integration of AI and imaging systems.
We are looking for a motivated AI researcher intern to support research and development in image enhancement and next-generation sensor algorithms. This role is ideal for students eager to gain hands-on experience with modern imaging technologies and AI-based image restoration techniques.
What you will be doing
- Support the research and development of image enhancement algorithms, including denoising, deblurring, super-resolution, low-light enhancement, and HDR.
- Explore and evaluate state-of-the-art AI models, including diffusion-based and deep learning–based restoration methods.
- Assist in prototyping and validating algorithms for advanced image sensor concepts.
- Perform experiments, analyze results, and prepare technical summaries and visualizations of image quality improvements.
- Work with real sensor data to test algorithms and contribute to proof-of-concept (PoC) development.
- Collaborate with the team to support integration and testing of imaging algorithms in larger system pipelines.
What you should have
- Bachelor’s degree or above (ongoing or completed) in Electrical Engineering (EE), Computer Science (CS), Computer Engineering (CE), or a related engineering major.
- Strong interest in image processing, computer vision, or AI-driven imaging applications.
- Basic programming skills in Python, with familiarity in common ML or CV libraries.
- Curiosity to explore new algorithms, run experiments, and understand image quality evaluation.
- Good analytical thinking, attention to detail, and willingness to learn.
- Effective communication skills and the ability to document findings clearly.
Preferred Qualifications
- Exposure to deep learning frameworks (e.g., PyTorch or TensorFlow).
- Experience with any imaging-related coursework or projects (e.g., super-resolution, denoising, HDR, low-light enhancement).
- Familiarity with modern image sensor concepts or computational photography is a plus.
- Interest in diffusion models, generative AI, or modern image restoration research.
Required skills
- attention to detail
- communication skills
- generative ai
- ai
- python
- pytorch
- data analysis
- electrical engineering
- computer science
- deep learning
- tensorflow
- analytical thinking
- prototyping
- experiments
- computer engineering
- computer vision
- sensor technology
- visualizations
- image processing
- ai research
- deep learning frameworks
- ml libraries
- ai models
- hdr
- denoising
- ai-driven imaging
- sensor data
- image restoration
- image enhancement
- algorithm validation
- imaging technologies
- proof-of-concept (poc)
- super-resolution
- image quality evaluation
- deep integration
- image enhancement algorithms
- next-generation sensor algorithms
- ai-based image restoration
- deblurring
- low-light enhancement
- diffusion-based models
- restoration methods
- image sensor concepts
- technical summaries
- image quality improvements
- system pipelines
- cv libraries
- algorithm exploration
- computational photography
Interested in this position?
Create your free account and tailor your CV to match this job.