Job Description:
We are seeking an experienced AI/ML Developer to build a custom video generation AI system capable of generating high-quality videos from text prompts and/or images.
The ideal candidate should have strong experience in Generative AI, diffusion models, and video synthesis pipelines. This project involves building, fine-tuning, or integrating an AI model capable of producing short-form videos for marketing, social media, and commercial use.
Project Scope:
Develop or fine-tune a Text-to-Video or Image-to-Video AI model
Work with models such as Stable Video Diffusion or other open-source video diffusion frameworks
Implement prompt optimization and output quality enhancement
Add support for background music integration
Add subtitle generation (optional)
Add voiceover syncing (optional)
Optimize model performance for efficient rendering
Deploy the solution via web application or API
Handle cloud deployment (AWS, GCP, or Azure preferred)
Required Skills:
Strong Python programming skills
Experience with PyTorch or TensorFlow
Hands-on experience with diffusion models and generative AI
Knowledge of video processing tools such as FFmpeg or OpenCV
Experience with Hugging Face and Transformers
GPU training and CUDA optimization
API development (FastAPI preferred)
Cloud infrastructure and deployment experience
Deliverables:
Fully functional video generation pipeline
Clean, well-documented source code
Deployment documentation
Performance optimization report
Post-delivery support for bug fixes and improvements
Project Timeline:
Estimated 4–8 weeks depending on scope and complexity.