remote
Freelance - AI/ML Specialist Image Dehazing & Advanced Deep Learning - Guires Solutions Private Limited
ML Engineer
Freelance AI/ML Specialist to design and optimize cutting‑edge deep learning models for image dehazing, leveraging GANs, diffusion techniques, and wavelet transforms. Requires strong research background and 2+ years in computer vision and optimization.
About the role
Key Responsibilities
- Conduct research and develop multi‑stream feature aggregation networks for image dehazing.
- Design, train, and fine‑tune state‑of‑the‑art deep learning models, including GANs, diffusion‑based methods, and wavelet‑based transformations.
- Implement and benchmark optimization algorithms to improve model efficiency and accuracy.
- Analyze experimental results, prepare technical reports, and present findings to stakeholders.
- Collaborate with cross‑functional teams to integrate models into production pipelines.
Requirements
- Minimum 2 years of experience in computer vision research, specifically image enhancement or dehazing.
- Proficiency in deep learning frameworks (PyTorch, TensorFlow) and experience with GANs, diffusion models, and wavelet transforms.
- Strong background in optimization algorithms and academic AI research.
- Excellent problem‑solving skills and ability to communicate complex ideas clearly.
- Self‑motivated, able to work independently in a freelance setting.