ML- Video

Video Generation Model Development:

Design and implement machine learning models for video generation focusing on realism and creativity.

Specialize in the development of talking head generation models for natural and expressive visual content.

Data Processing and Preprocessing:

Collaborate with data scientists to preprocess and curate large video datasetsensuring diversity and quality for training and evaluation.

Implement data augmentation strategies for enhancing the realism and expressiveness of talking head models.

Optimization and Scalability:

Optimize video and talking head generation models for efficiency scalability and realtime processing.

Work closely with infrastructure and DevOps teams to deploy models in production environments.

Research and Innovation:

Stay abreast of the latest developments in video generation talking head synthesisand related fields.

Contribute to research initiatives experimenting with novel techniques to advance video and talking head generation capabilities.

Model Evaluation and Testing:

Design and execute comprehensive testing protocols to evaluate the performancerealism and robustness of video and talking head generation models.

Analyze results and iterate on models to achieve continuous improvement.

Requirements

Bachelors in Computer Science Machine Learning or a related field but however if you are a great problem solver a drop out is also welcome.

Proven experience in developing machine learning models for video generation with a focus on talking head synthesis.

Proficiency in machine learning frameworks such as Tensor Flow or PyTorch.

Strong programming skills in Python and familiarity with relevant libraries and tools.

Solid understanding of computer vision deep learning and video processing techniques.

Experience with largescale video data processing annotation and talking head datasets.

Strong problemsolving skills and ability to work collaboratively in a team environment.

This position is for the Nagpur office candidates willing to relocate to Nagpur may only apply.

Bachelor's in Computer Science, Machine Learning, or a related field but however if you are a great problem solver, a drop out is also welcome. Proven experience in developing machine learning models for video generation, with a focus on talking head synthesis. Proficiency in machine learning frameworks such as Tensor Flow or PyTorch. Strong programming skills in Python and familiarity with relevant libraries and tools. Solid understanding of computer vision, deep learning, and video processing techniques. Experience with large-scale video data processing, annotation, and talking head datasets. Strong problem-solving skills and ability to work collaboratively in a team environment.