Art Tech Research Developer
1 day ago
We are seeking a highly motivated and detail-oriented individual to join our team as a Junior Research Associate. This role is ideal for someone with a passion for art, technology, and research.
In this position, you will be responsible for conducting research on data preparation, annotation, and preprocessing techniques. You will also work with various media formats, including images, 3D models, videos, and animations, to enhance our AI-driven talent search platform.
Key Responsibilities- Data Acquisition & Preparation:
- Collect and identify multimedia datasets for research and training purposes.
- Contribute to workflows that convert various media formats into machine learning-ready data.
- Apply and research preprocessing methods to enhance data quality and model performance.
- Annotation & Labeling Research:
- Investigate annotation methodologies for stylistic and categorical labeling of multimedia content.
- Evaluate the consistency of labeling to produce reliable training data and support accurate model outcomes.
- Research semi-automated or AI-assisted labeling approaches to improve annotation efficiency and precision.
- Data Validation & Quality Control:
- Participate in research efforts to establish validation protocols, ensuring data integrity and uniformity.
- Detect and resolve anomalies or inconsistencies that may affect model reliability.
- Research & Development:
- Engage in ongoing research activities to discover new techniques, frameworks, and tools for handling various media types.
- Experiment with and evaluate preprocessing and annotation strategies to enhance the model's ability to recognize and categorize diverse artistic styles.
- Stay informed about research trends in multimedia machine learning, integrating findings to refine internal methodologies.
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