ML- Video

Department Icon Data Science Analytics & Machine Learning
Posted: 2 years ago
0-15 years
Nagpur, Maharashtra, India
Data Science Analytics & Machine Learning
Work From Office
Full Time

Posted: 2 years ago
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Job Description

About us

ImmverseAI is driven by seasoned technology leaders, serial entrepreneurs, startup founders and a diverse team of 25+ tech professionals from the Heart of India India & Silicon Valley, USA; driving cutting-edge innovation and shaping the future of humanity.

The challenge with global LLMs is them being deeply rooted in the Global North – ImmverseAI is democratizing and reducing the digital divide to achieve the goal of AI for All, in an equitable and responsible way.

  • 1) 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.
  • 2) Data Processing and Pre-processing:
  • Collaborate with data scientists to pre-process and curate large video datasets, ensuring 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 real-time processing.
  • Work closely with infrastructure and DevOps teams to deploy models in production environments.
  • 3) Research and Innovation:
  • Stay abreast of the latest developments in video generation, talking head synthesis, and related fields.
  • Contribute to research initiatives, experimenting with novel techniques to advance video and talking head generation capabilities.
  • 4) Model Evaluation and Testing:
  • Design and execute comprehensive testing protocols to evaluate the performance, realism, and robustness of video and talking head generation models.
  • Analyze results and iterate on models to achieve continuous improvement.
Requirements
  • Remote working can be considered but candidates willing to relocate to Nagpur would be preferred.
  • Bachelors in Computer Science, Machine Learning, or a related field but if you are a great problem solver, a dropout 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.

Skills

Continuous ImprovementData ProcessingDeep LearningHeadInnovationMachine LearningPythonQualityResearchTraining

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